tag:blogger.com,1999:blog-21388556736527778812024-03-13T17:52:52.923+05:30MeansOFminEMy Stuffs and InformationsUnknownnoreply@blogger.comBlogger13125tag:blogger.com,1999:blog-2138855673652777881.post-37287709388481722792011-06-14T20:20:00.000+05:302011-06-14T20:20:50.060+05:30Top Monsoon Flower Plants For Your Garden<div style="font-family: inherit; text-align: justify;">
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<i><span style="font-size: small;">If you have a big garden, you can have more monsoon
plants. Gardening in the rainy season can be more fun with these monsoon plants.
These flowering plants also add a colorful tint to the lush green foliage to
your garden. Have a look at a few more top monsoon plants that are listed
below.</span></i></div>
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<b><span style="font-size: small;">Eight More Top Monsoon Plant </span></b></div>
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<span style="font-size: small;"><b>1. YELLOW BLADDER WORT (Utricularia stellaris):</b>
These insectivorous plants grow catchy yellow flowers, while the bladder is hid
beneath the water. These monsoon plants capture tiny insects and animals in the
bladder and digest them.</span></div>
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<span style="font-size: small;"><b>2. INDIAN BORAGE (Trichodesma amplexicaule):</b> This
monsoon herb flowers beautiful blue-purple inverted flowers. They grow in
patches on almost all damp patches. Different species of this plant are found
all over India. Add this plant to your garden this rainy season.</span></div>
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<span style="font-size: small;"><b>3. BITTER WILD CUCUMBER (Cucumis callosus):</b> This is
a climber with yellow flowers ans spreads on the ground. A pale yellow fruit
grows on this plant, which belongs to the cucumber family.</span></div>
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<span style="font-size: small;"><b>4. HILL TURMERIC (Curcuma pseudomontana):</b> These
plants grow along the ground and the small flowers that emerge from between the
broad leaves are a pretty sight to see. The flowers grow in various hues
including mauve-purple, yellow, rose, crimson and red. This is certainly one of
the top monsoon plants for your garden.</span></div>
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<span style="font-size: small;"><b>5. INDIAN MALLOW (Sida acuta):</b> This is a thin shrub
that has many small flowers. Some species of this plant yield strong fiber. This
flowering plant is a lovely inclusion to your garden.</span></div>
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<span style="font-size: small;"><b>6. WILD SESAME (Sesamum Indicum):</b> Displaying
tubular flowers that are pinkish-purple in color, this plant is one of the most
attractive herb of the monsoon. Each flower in this plant includes four
compartments that are filled with seeds that are used for oil
extraction.</span></div>
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<span style="font-size: small;"><b>7. DEW FLOWER (Commelina benghalensis): </b>This lovely
plant bears flowers that have two, shiny dark blue petals. The entire flower is
enclosed in a green sheath, with only two petals protruding out. There are
various species of this plant, a few have yellow or orange-purple
petals.</span></div>
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<span style="font-size: small;"><b>8. MONSOON CASSIA (Cassia tora):</b> These plants can
cover any extra patches in your garden. The pale yellow petals are set against
the leaves. The tender leaves are used as a vegetable, while the seeds are rich
source of protein for cattle.</span></div>
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</span><span style="font-family: Arial; font-size: small;">These gardening tips help you create the garden of
your dream. Grow these top monsoon plants and thoroughly enjoy your gardening
this rainy season!</span></div>Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-2138855673652777881.post-15106696212979866932011-06-14T19:50:00.000+05:302011-06-14T19:50:34.619+05:30Top 10 Home Protection Tips For Monsoon Season<div style="font-family: inherit; text-align: justify;">
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<span style="font-size: small;">Everyone
is eagerly awaiting a cool monsoon season, after a particularly stifling summer.
However, as you watch the clouds gathering and wish for a heavy downpour, you
wish the you don't have to face the hassles that come along with the monsoon
rains. Water seeping through the walls, termite infestations, fungus covering
your walls and not to mention the respiratory problems that are caused due to
this. These rainy season problems have to be fixed immediately, else it leads to
damages and extensive repairs to your home.</span></div>
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Older homes are more prone to these problems, specially when
there is a heavy shower or constant drizzle. It's your home, so protection by
following a few basic tips could help you prevent many impending damages and
help you have a cool monsoon home.</div>
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<b>Top 10 Home Protection Tips For Monsoon </b></div>
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1. Seek professional help and check your house before the
onset of monsoons for any cracks or openings. These cracks should be filled with
modified waterproof mortar and sealed. The same polymer can be used to seal the
joints in the pipes that take down the rain water. Ensure that the pipes that
carry away the rain water, are not clogged with dust or leaves.</div>
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2. Instead of spending extra money on sophisticated
decorations or furnishings, you could opt for roof insulation, which is a great
way to protect your house from any impending damages. This would help keep the
house warm during winter, cooler during summer. It also prevents unwanted noises
from entering the house.</div>
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3. If you have any damaged tiles, replace them
immediately.</div>
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4. Water tends to collect and stagnate on flat surfaces. By
providing slopes where ever possible, you could overcome this
problem.</div>
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5. To prevent water from seeping in through windows or doors,
make sure that their frames are water tight and well-sealed.</div>
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6. For a well prepared monsoon home, regular painting of the
exteriors can also prevent water leakages.</div>
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7. Installation of ventilators in the damp areas of the
building avoids moisture from building up. Good ventilation ensures that there
is plenty of air movement around the house.</div>
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8. Another important thing that has to be taken care of is the
electrical connections around the house. Damages such as exposed wires have to
be taken care of immediately, else it will lead to shock or fires.</div>
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9. Furnishings tend to get musty during the monsoon. They have
to be regularly vacuumed or set out in the sun whenever possible.</div>
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10. Check for termite infestation, as an humid atmosphere will
only boost the growth of termites. Make sure that wooden floors and furniture
are properly polished to prevent moisture from building up. Cupboards and desks
are easy target for infestation. Use camphor, neem leaves or cloves between
clothes to keep away insects.</div>
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<div style="font-family: inherit; text-align: justify;">
<span style="font-size: small;">These home protection tips also come in handy for those who
are under the process of constructing their dream house, as prevention is a
better option. So go ahead and enjoy a great monsoon shower – only outside your
home!</span></div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-39458294325237458262011-05-29T10:39:00.001+05:302011-05-29T10:39:34.560+05:30How Google ranks a web page?<div dir="ltr" style="text-align: left;" trbidi="on">
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<i><span><span class="lettrine"><span class="lettrine_first">S</span>ince</span> a decade Google dominates the market for Internet search engines.</span> <span> Its strength is that it intelligently sorts its results by relevance.</span> <span> How is this possible?</span> <span> Since its inception in 1998, Google continues to evolve and most improvements remain closely guarded secrets.</span> <span> The main idea, by cons, has been published. the backbone of its success is a sound mathematical modeling that we track here.</span></i> </div>
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<span> What does a search engine?</span> </h3>
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<span> A database has a predefined structure which allows to extract information, such as "name, street, postal code, phone, ...</span> <span> .</span> <span> The internet, cons, is unstructured: it is a huge collection of texts of various kinds.</span> <span>
(I am excluding here of different formats and media, as we return to
the search for good keywords.) A tentative classification is doomed to
failure, especially since the web is rapidly changing: a multitude of
authors Independent constantly adding new pages and modify existing
pages.</span></div>
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<span> To find information in this amorphous pile, the user can search by keywords.</span> <span>
This requires some preparation to be effective: the search engine first
copy the web pages one by one in local memory and sort the words
alphabetically.</span> <span> The result is a directory of keywords associated with their web pages.</span></div>
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<span> For a given keyword there are typically thousands of relevant pages (over a million for "tangent", for example).</span> <span> But some pages are more relevant than others.</span> <span> How to help users identify potentially interesting results?</span> <span> It is here that Google has made its great innovation.</span> </div>
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<span> The web is a graph!</span> </h3>
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<span> Enjoy the little structure that is available.</span> <span> The internet is not a collection of independent texts, but a huge <i>hypertext</i> pages they refer to each other.</span> <span> To analyze this structure we will neglect the content pages and consider only links between them.</span> <span> What we get is the structure of a graph.</span> <span> The following figure shows an example in miniature.</span></div>
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<img src="http://images.math.cnrs.fr/IMG/jpg/graphe-1.jpg" style="max-width: 300px;" /></div>
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<span>Here the vertices represent web pages and the arrows represent the links, that is to say the citations between web pages.</span> <span> Each arrow points to the top issuer to the page cited.</span></div>
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display: inline-block; height: 1.081em; overflow: hidden; vertical-align: -0.255em; width: 0pt;"></span></span></nobr></span> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-69"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 9.471em;"><span style="clip: rect(1.38em, 1000em, 2.633em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-70"><span class="mi" id="MathJax-Span-71"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span><span class="mi" id="MathJax-Span-72"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0066.png" style="height: 18px; margin-right: -0.058em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-73"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-74"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0068.png" style="height: 14px; margin-right: 0.02em; width: 11px;" /></span><span class="mi" id="MathJax-Span-75"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-76"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-77"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-78"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0067.png" style="height: 13px; margin-right: -0.003em; vertical-align: -4px; width: 10px;" /></span><span class="mi" id="MathJax-Span-79"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-80"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0071.png" style="height: 13px; margin-right: -0.013em; vertical-align: -4px; width: 9px;" /></span><span class="mi" id="MathJax-Span-81"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0075.png" style="height: 9px; margin-right: 0.02em; width: 11px;" /></span><span class="mi" id="MathJax-Span-82"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-83"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-84"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-85"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-86"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-87"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0067.png" style="height: 13px; margin-right: -0.003em; vertical-align: -4px; width: 10px;" /></span><span class="mi" id="MathJax-Span-88"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="msubsup" id="MathJax-Span-89"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-90"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-91" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006A.png" style="height: 13px; margin-left: -0.011em; margin-right: 0.009em; vertical-align: -3px; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.255em; overflow: hidden; vertical-align: -0.373em; width: 0pt;"></span></span></nobr></span> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-92"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-93"><span class="msubsup" id="MathJax-Span-94"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-95"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-96" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span>.</span> <span> In our graph we have a link <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-107"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.635em;"><span style="clip: rect(1.417em, 1000em, 2.357em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-108"><span class="mn" id="MathJax-Span-109"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mtext" id="MathJax-Span-110"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-111"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-112"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.846em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> 5, for example, but no link <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-113"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.635em;"><span style="clip: rect(1.417em, 1000em, 2.367em, -0.386em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-114"><span class="mn" id="MathJax-Span-115"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0035.png" style="height: 14px; margin-right: 0.049em; width: 9px;" /></span><span class="mtext" id="MathJax-Span-116"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-117"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-118"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.86em; overflow: hidden; vertical-align: -0.028em; width: 0pt;"></span></span></nobr></span> 1.</span> <span> However, in this first example, all pages communicate via paths to one or several steps.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> How to use this graph?</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> The links on the Internet are not random but have been carefully edited.</span> <span> What information can we give this graph?</span> <span> The basic idea, yet to be formalized, is a link <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-134"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.923em;"><span style="clip: rect(1.422em, 1000em, 2.542em, -0.444em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-135"><span class="mi" id="MathJax-Span-136"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006A.png" style="height: 18px; margin-left: -0.012em; margin-right: 0.009em; vertical-align: -4px; width: 9px;" /></span><span class="mtext" id="MathJax-Span-137"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-138"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-139"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-140"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.081em; overflow: hidden; vertical-align: -0.255em; width: 0pt;"></span></span></nobr></span> is a recommendation of page P_j <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-141"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-142"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> to go and read the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-143"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-144"><span class="msubsup" id="MathJax-Span-145"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-146"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-147" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span>.</span> <span> Thus a vote of P_j <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-158"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-159"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> for the authority of the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-160"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-161"><span class="msubsup" id="MathJax-Span-162"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-163"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-164" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span>.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> Analyze our example in this aspect.</span> <span> The following presentation of our graph suggests a possible hierarchy - even to justify.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div class="figure" style="font-family: inherit; text-align: justify;">
<img src="http://images.math.cnrs.fr/IMG/jpg/graphe-2.jpg" style="max-width: 400px;" /></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span></div>
<div style="font-family: inherit; text-align: justify;">
<span>Among the pages <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-187"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 9.327em;"><span style="clip: rect(1.401em, 1000em, 2.543em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-188"><span class="msubsup" id="MathJax-Span-189"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-190"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-191" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-192"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-193" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.16em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-194"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-195" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0032.png" style="height: 9px; margin-right: 0.049em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-196"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-197" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.16em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-198"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-199" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0033.png" style="height: 9px; margin-right: 0.041em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-200"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-201" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-202"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-203" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0034.png" style="height: 9px; margin-right: 0.028em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mi" id="MathJax-Span-204"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-205"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-206"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0072.png" style="height: 9px; margin-right: 0.02em; width: 9px;" /></span><span class="mi" id="MathJax-Span-207"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-208"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-209"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0067.png" style="height: 13px; margin-right: -0.003em; vertical-align: -4px; width: 10px;" /></span><span class="mi" id="MathJax-Span-210"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.11em; overflow: hidden; vertical-align: -0.256em; width: 0pt;"></span></span></nobr></span> P_1 $ is a common reference and seems a good starting point to search for information.</span> <span> It is the same in the group <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-239"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 7.019em;"><span style="clip: rect(1.401em, 1000em, 2.533em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-240"><span class="msubsup" id="MathJax-Span-241"><span style="display: inline-block; height: 0pt; position: relative; width: 1.16em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-242"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-243" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0039.png" style="height: 9px; margin-right: 0.042em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-244"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-245" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.496em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-246"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="texatom" id="MathJax-Span-247"><span class="mrow" id="MathJax-Span-248"><span class="mn" id="MathJax-Span-249" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0030.png" style="height: 9px; margin-right: 0.038em; width: 7px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-250"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-251" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.448em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-252"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="texatom" id="MathJax-Span-253"><span class="mrow" id="MathJax-Span-254"><span class="mn" id="MathJax-Span-255" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-256"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-257" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.496em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-258"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="texatom" id="MathJax-Span-259"><span class="mrow" id="MathJax-Span-260"><span class="mn" id="MathJax-Span-261" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0032.png" style="height: 9px; margin-right: 0.049em; width: 7px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.096em; overflow: hidden; vertical-align: -0.242em; width: 0pt;"></span></span></nobr></span> where <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-262"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.923em;"><span style="clip: rect(1.632em, 1000em, 2.543em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-263"><span class="mi" id="MathJax-Span-264"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-265"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-266"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0067.png" style="height: 13px; margin-right: -0.003em; vertical-align: -4px; width: 10px;" /></span><span class="mi" id="MathJax-Span-267"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.81em; overflow: hidden; vertical-align: -0.256em; width: 0pt;"></span></span></nobr></span> P_9 serves as a common reference.</span> <span> The structure of the group <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-290"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 6.154em;"><span style="clip: rect(1.401em, 1000em, 2.533em, -0.402em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-291"><span class="msubsup" id="MathJax-Span-292"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.401em, 1000em, 2.347em, -0.402em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-293"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0044.png" style="height: 14px; margin-right: 0.023em; width: 16px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.844em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-294" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0035.png" style="height: 10px; margin-right: 0.049em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-295"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-296" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.16em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-297"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-298" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0036.png" style="height: 9px; margin-right: 0.042em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-299"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-300" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-301"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-302" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0037.png" style="height: 10px; margin-right: 0.014em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-303"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-304" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.16em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-305"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-306" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0038.png" style="height: 9px; margin-right: 0.041em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.096em; overflow: hidden; vertical-align: -0.242em; width: 0pt;"></span></span></nobr></span> is similar, where <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-307"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-308"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> P_7 is the most cited.</span> <span> Note however that the pages <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-324"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.106em;"><span style="clip: rect(1.401em, 1000em, 2.496em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-325"><span class="msubsup" id="MathJax-Span-326"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-327"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-328" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.049em; overflow: hidden; vertical-align: -0.195em; width: 0pt;"></span></span></nobr></span> and <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-329"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-330"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> P_9, already recognized as important, refer to page D_5 <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-331"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-332"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>.</span> <span> One might well suspect that the page D_5 <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-338"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-339"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> contains essential information for all, it is most relevant.</span> <span> In the following we will try to formalize this classification.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> First model: naive counting</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> It is plausible that a page receives a lot of important links.</span> <span> With a little naive, we also believe the statement converse: if a page gets a lot of links, then it is important.</span> <span> Thus we could define the measure of importance <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-360"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.25em;"><span style="clip: rect(1.633em, 1000em, 2.504em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-361"><span class="msubsup" id="MathJax-Span-362"><span style="display: inline-block; height: 0pt; position: relative; width: 1.256em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-363"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-364" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.757em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> of <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-365"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-366"><span class="msubsup" id="MathJax-Span-367"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-368"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-369" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> page number links as <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-370"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.923em;"><span style="clip: rect(1.422em, 1000em, 2.542em, -0.444em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-371"><span class="mi" id="MathJax-Span-372"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006A.png" style="height: 18px; margin-left: -0.012em; margin-right: 0.009em; vertical-align: -4px; width: 9px;" /></span><span class="mtext" id="MathJax-Span-373"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-374"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-375"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-376"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.081em; overflow: hidden; vertical-align: -0.255em; width: 0pt;"></span></span></nobr></span> received <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-377"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-378"><span class="msubsup" id="MathJax-Span-379"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-380"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-381" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span>.</span> <span> In this formula is written as follows:</span> </div>
<div class="mjlabel_top" id="eq_eq:SommeNaive" style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<span style="font-family: inherit;"> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-382"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-383"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> M_i: = \ sum_ {j \ to i} 1. <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-384"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-385"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span></span> <div style="font-family: inherit; text-align: justify;">
<span> Here the sign <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-406"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 9.231em;"><span style="clip: rect(1.39em, 1000em, 2.633em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-407"><span class="mtext" id="MathJax-Span-408"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-409"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0064.png" style="height: 14px; margin-right: -0.004em; width: 11px;" /></span><span class="mi" id="MathJax-Span-410"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span><span class="mi" id="MathJax-Span-411"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mi" id="MathJax-Span-412"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-413"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="mi" id="MathJax-Span-414"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-415"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0079.png" style="height: 13px; margin-right: -0.006em; vertical-align: -4px; width: 10px;" /></span><span class="mi" id="MathJax-Span-416"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mi" id="MathJax-Span-417"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-418"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0079.png" style="height: 13px; margin-right: -0.006em; vertical-align: -4px; width: 10px;" /></span><span class="mi" id="MathJax-Span-419"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="mi" id="MathJax-Span-420"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mtext" id="MathJax-Span-421"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-422"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mi" id="MathJax-Span-423"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0075.png" style="height: 9px; margin-right: 0.02em; width: 11px;" /></span><span class="msubsup" id="MathJax-Span-424"><span style="display: inline-block; height: 0pt; position: relative; width: 2.41em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-425"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="texatom" id="MathJax-Span-426"><span class="mrow" id="MathJax-Span-427"><span class="mi" id="MathJax-Span-428" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006A.png" style="height: 13px; margin-left: -0.011em; margin-right: 0.009em; vertical-align: -3px; width: 7px;" /></span><span class="mtext" id="MathJax-Span-429" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/00A0.png" style="height: 1px; margin-right: 0.238em; width: 1px;" /></span><span class="mi" id="MathJax-Span-430" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0074.png" style="height: 9px; margin-right: 0.03em; width: 5px;" /></span><span class="mi" id="MathJax-Span-431" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006F.png" style="height: 6px; margin-right: 0.009em; width: 7px;" /></span><span class="mi" id="MathJax-Span-432" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.241em; overflow: hidden; vertical-align: -0.373em; width: 0pt;"></span></span></nobr></span> denotes the sum over all links pointing to the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-433"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-434"><span class="msubsup" id="MathJax-Span-435"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-436"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-437" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span>, and the words to sum all worth <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-438"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.481em;"><span style="clip: rect(1.417em, 1000em, 2.346em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-439"><span class="mn" id="MathJax-Span-440"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.832em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>.</span> <span> That is, <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-454"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.25em;"><span style="clip: rect(1.633em, 1000em, 2.504em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-455"><span class="msubsup" id="MathJax-Span-456"><span style="display: inline-block; height: 0pt; position: relative; width: 1.256em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-457"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-458" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.757em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> is equal to the number of "votes" for the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-459"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-460"><span class="msubsup" id="MathJax-Span-461"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-462"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-463" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span>, where every vote contributes the same value <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-464"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.481em;"><span style="clip: rect(1.417em, 1000em, 2.346em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-465"><span class="mn" id="MathJax-Span-466"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.832em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>.</span> <span> It's easy to define and calculate, but often does not meet the importance felt by the user: in our example there are <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-489"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.048em;"><span style="clip: rect(1.633em, 1000em, 2.511em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-490"><span class="msubsup" id="MathJax-Span-491"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-492"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-493" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-494" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="msubsup" id="MathJax-Span-495" style="padding-left: 0.278em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.352em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-496"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-497" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0039.png" style="height: 9px; margin-right: 0.042em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-498" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.767em; overflow: hidden; vertical-align: -0.214em; width: 0pt;"></span></span></nobr></span> 4 to <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-499"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 4.471em;"><span style="clip: rect(1.633em, 1000em, 2.511em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-500"><span class="msubsup" id="MathJax-Span-501"><span style="display: inline-block; height: 0pt; position: relative; width: 1.352em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-502"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-503" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0035.png" style="height: 10px; margin-right: 0.049em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="msubsup" id="MathJax-Span-504"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-505"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-506" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0037.png" style="height: 10px; margin-right: 0.014em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-507" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.767em; overflow: hidden; vertical-align: -0.214em; width: 0pt;"></span></span></nobr></span> 3.</span> <span> What is worse, this naive counting is too easily manipulated by adding pages without interest recommending any page.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> Second model: weighted metering</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> Some pages emit a lot of links: they appear to be less specific and their weight is lower.</span> <span> We therefore share the vote of the page P_j <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-523"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-524"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> in <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-525"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.288em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-526"><span class="mtext" id="MathJax-Span-527"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> ell_j equally, where <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-528"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.875em;"><span style="clip: rect(1.39em, 1000em, 2.633em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-529"><span class="mtext" id="MathJax-Span-530"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-531"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-532"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="msubsup" id="MathJax-Span-533"><span style="display: inline-block; height: 0pt; position: relative; width: 0.823em;"><span style="clip: rect(1.39em, 1000em, 2.357em, -0.396em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-534"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.412em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-535" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006A.png" style="height: 13px; margin-left: -0.011em; margin-right: 0.009em; vertical-align: -3px; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.241em; overflow: hidden; vertical-align: -0.373em; width: 0pt;"></span></span></nobr></span> denotes the number of bonds issued.</span> <span> Thus we could define a finer measurement:</span> </div>
<div class="mjlabel_top" id="eq_eq:SommePonderee" style="font-family: inherit; text-align: justify;">
<span><br /> </span> </div>
<span style="font-family: inherit;"> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-536"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-537"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> M_i: = \ sum_ {j \ to i} \ frac {1} {\} ell_j. <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-538"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-539"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span></span> <div style="font-family: inherit; text-align: justify;">
<span> That is, <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-550"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.25em;"><span style="clip: rect(1.633em, 1000em, 2.504em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-551"><span class="msubsup" id="MathJax-Span-552"><span style="display: inline-block; height: 0pt; position: relative; width: 1.256em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-553"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-554" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.757em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> count the number of "weighted votes" for the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-555"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-556"><span class="msubsup" id="MathJax-Span-557"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-558"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-559" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span>.</span> <span> It's easy to define and calculate, but still does not match well with the perceived importance: in our example there are <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-589"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.048em;"><span style="clip: rect(1.633em, 1000em, 2.511em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-590"><span class="msubsup" id="MathJax-Span-591"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-592"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-593" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-594" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="msubsup" id="MathJax-Span-595" style="padding-left: 0.278em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.352em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-596"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-597" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0039.png" style="height: 9px; margin-right: 0.042em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-598" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.767em; overflow: hidden; vertical-align: -0.214em; width: 0pt;"></span></span></nobr></span> 2 to <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-599"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.769em;"><span style="clip: rect(1.38em, 1000em, 2.543em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-600"><span class="msubsup" id="MathJax-Span-601"><span style="display: inline-block; height: 0pt; position: relative; width: 1.352em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-602"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-603" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0035.png" style="height: 10px; margin-right: 0.049em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-604" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="mtext" id="MathJax-Span-605" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-606"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0066.png" style="height: 18px; margin-right: -0.058em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-607"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0072.png" style="height: 9px; margin-right: 0.02em; width: 9px;" /></span><span class="mi" id="MathJax-Span-608"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-609"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="texatom" id="MathJax-Span-610"><span class="mrow" id="MathJax-Span-611"><span class="mn" id="MathJax-Span-612"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0033.png" style="height: 14px; margin-right: 0.041em; width: 9px;" /></span></span></span><span class="texatom" id="MathJax-Span-613"><span class="mrow" id="MathJax-Span-614"><span class="mn" id="MathJax-Span-615"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0032.png" style="height: 14px; margin-right: 0.049em; width: 9px;" /></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.137em; overflow: hidden; vertical-align: -0.256em; width: 0pt;"></span></span></nobr></span> and <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-616"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.769em;"><span style="clip: rect(1.38em, 1000em, 2.543em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-617"><span class="msubsup" id="MathJax-Span-618"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-619"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-620" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0037.png" style="height: 10px; margin-right: 0.014em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-621" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="mtext" id="MathJax-Span-622" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-623"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0066.png" style="height: 18px; margin-right: -0.058em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-624"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0072.png" style="height: 9px; margin-right: 0.02em; width: 9px;" /></span><span class="mi" id="MathJax-Span-625"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-626"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="texatom" id="MathJax-Span-627"><span class="mrow" id="MathJax-Span-628"><span class="mn" id="MathJax-Span-629"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0034.png" style="height: 14px; margin-right: 0.028em; width: 10px;" /></span></span></span><span class="texatom" id="MathJax-Span-630"><span class="mrow" id="MathJax-Span-631"><span class="mn" id="MathJax-Span-632"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0033.png" style="height: 14px; margin-right: 0.041em; width: 9px;" /></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.137em; overflow: hidden; vertical-align: -0.256em; width: 0pt;"></span></span></nobr></span>.</span> <span> And as before the count is too easy to fake.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> Third model: Recursive counting</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> Heuristically, one page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-638"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-639"><span class="msubsup" id="MathJax-Span-640"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-641"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-642" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> seems important if many important pages of the quote.</span> <span> This leads us to define the extent of <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-648"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.25em;"><span style="clip: rect(1.633em, 1000em, 2.504em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-649"><span class="msubsup" id="MathJax-Span-650"><span style="display: inline-block; height: 0pt; position: relative; width: 1.256em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-651"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-652" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.757em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> recursively as follows:</span> </div>
<div class="mjlabel_top" id="eq_eq:EquilibreLineaire" style="font-family: inherit; text-align: justify;">
<span><br /> </span> </div>
<span style="font-family: inherit;"> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-653"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-654"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> M_i = \ sum_ {j \ to i} \ frac {1} {m_j} ell_j. <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-655"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-656"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span></span> <div style="font-family: inherit; text-align: justify;">
<span> Here the voting weight <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-667"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.923em;"><span style="clip: rect(1.422em, 1000em, 2.542em, -0.444em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-668"><span class="mi" id="MathJax-Span-669"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006A.png" style="height: 18px; margin-left: -0.012em; margin-right: 0.009em; vertical-align: -4px; width: 9px;" /></span><span class="mtext" id="MathJax-Span-670"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-671"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-672"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-673"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.081em; overflow: hidden; vertical-align: -0.255em; width: 0pt;"></span></span></nobr></span> is proportional to the weight of <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-674"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.298em;"><span style="clip: rect(1.633em, 1000em, 2.633em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-675"><span class="msubsup" id="MathJax-Span-676"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-677"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-678" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006A.png" style="height: 13px; margin-left: -0.011em; margin-right: 0.009em; vertical-align: -3px; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.926em; overflow: hidden; vertical-align: -0.373em; width: 0pt;"></span></span></nobr></span> page issuer.</span> <span> It's easy to make but less obvious to calculate ...</span> <span> An efficient method will be explained later [ <a class="spip_note" href="http://translate.googleusercontent.com/translate_c?hl=en&langpair=fr%7Cen&rurl=translate.google.co.in&twu=1&u=http://images.math.cnrs.fr/Comment-Google-classe-les-pages.html&usg=ALkJrhi8m-9W9b4c-EBPWRd039e0zPqrQQ#nb3" id="nh3" rel="footnote" title="After a first reflection equation (eq: EquilibreLineaire) seems (...)">3</a> ].</span> <span> To reassure you can already see that our example does admit the solution <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-679"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-680"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>
\ begin {matrix} & & & P_1 & P_2 & P_3 P_4 &
& & D_5 P_6 P_7 & & & P_8 P_9 & P_ {10} & P_
{11 } & P_ {12} & \ \ m & = & (& 2 & 1, &
1, & 1, & 3, & 1 & 2 & 1 & 2 & 1, & 1,
& 1 & ).</span> <span> \ End {matrix} <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-681"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-682"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> Unlike previous models, the page D_5 <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-683"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-684"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> is identified as the most important.</span> <span> It's a good sign we're on the right track.</span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> </span></div>
<div style="font-family: inherit; text-align: justify;">
<span><span style="color: #cc0000;">Note </span>that is a system of n linear equations with <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-691"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.577em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-692"><span class="mi" id="MathJax-Span-693"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006E.png" style="height: 9px; margin-right: 0.019em; width: 12px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> unknowns.</span> <span> In our example, where <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-699"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.635em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-700"><span class="mi" id="MathJax-Span-701"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006E.png" style="height: 9px; margin-right: 0.019em; width: 12px;" /></span><span class="mo" id="MathJax-Span-702" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> 12, it is already difficult to solve by hand, but still easy on the computer.</span> <span> For much larger graphs we need specialized methods.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> Random walk on the canvas</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> Before attempting to solve the equation, trying to develop an intuition.</span> <span> For this let us imagine a random surfer who wanders on the Internet by clicking on links at random.</span> <span> How is his position?</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> For example, suppose that our rider starts at time <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-713"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 2.163em;"><span style="clip: rect(1.417em, 1000em, 2.367em, -0.414em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-714"><span class="mi" id="MathJax-Span-715"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mo" id="MathJax-Span-716" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="mn" id="MathJax-Span-717" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0030.png" style="height: 14px; margin-right: 0.038em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.86em; overflow: hidden; vertical-align: -0.028em; width: 0pt;"></span></span></nobr></span> on page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-718"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-719"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> P_7.</span> <span> The only link to D_5 <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-733"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-734"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>, so at time <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-735"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.442em;"><span style="clip: rect(1.456em, 1000em, 2.357em, -0.414em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-736"><span class="mi" id="MathJax-Span-737"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mo" id="MathJax-Span-738" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.796em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> 1 surfer found there with probability <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-739"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.481em;"><span style="clip: rect(1.417em, 1000em, 2.346em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-740"><span class="mn" id="MathJax-Span-741"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.832em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>.</span> <span> By leaving three links, then at time <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-767"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.442em;"><span style="clip: rect(1.456em, 1000em, 2.357em, -0.414em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-768"><span class="mi" id="MathJax-Span-769"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mo" id="MathJax-Span-770" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.796em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> 2 it is one of the pages P_6 <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-771"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-772"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-773"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.106em;"><span style="clip: rect(1.401em, 1000em, 2.511em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-774"><span class="msubsup" id="MathJax-Span-775"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-776"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-777" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0037.png" style="height: 10px; margin-right: 0.014em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.068em; overflow: hidden; vertical-align: -0.214em; width: 0pt;"></span></span></nobr></span> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-778"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-779"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> P_8 with probability <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-780"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 3.125em;"><span style="clip: rect(1.38em, 1000em, 2.543em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-781"><span class="mtext" id="MathJax-Span-782"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-783"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0066.png" style="height: 18px; margin-right: -0.058em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-784"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0072.png" style="height: 9px; margin-right: 0.02em; width: 9px;" /></span><span class="mi" id="MathJax-Span-785"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-786"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="texatom" id="MathJax-Span-787"><span class="mrow" id="MathJax-Span-788"><span class="mn" id="MathJax-Span-789"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span></span></span><span class="texatom" id="MathJax-Span-790"><span class="mrow" id="MathJax-Span-791"><span class="mn" id="MathJax-Span-792"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0033.png" style="height: 14px; margin-right: 0.041em; width: 9px;" /></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.137em; overflow: hidden; vertical-align: -0.256em; width: 0pt;"></span></span></nobr></span>.</span> <span> Here are the following probabilities (rounded to <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1205"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 2.019em;"><span style="clip: rect(1.243em, 1000em, 2.367em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1206"><span class="msubsup" id="MathJax-Span-1207"><span style="display: inline-block; height: 0pt; position: relative; width: 2.025em;"><span style="clip: rect(1.417em, 1000em, 2.367em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mn" id="MathJax-Span-1208"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0030.png" style="height: 14px; margin-right: 0.038em; width: 9px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 1.037em; position: absolute; top: -2.569em;"><span class="texatom" id="MathJax-Span-1209"><span class="mrow" id="MathJax-Span-1210"><span class="mo" id="MathJax-Span-1211" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/2212.png" style="height: 1px; margin-right: 0.08em; vertical-align: 3px; width: 10px;" /></span><span class="mn" id="MathJax-Span-1212" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0033.png" style="height: 9px; margin-right: 0.041em; width: 7px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.087em; overflow: hidden; vertical-align: -0.028em; width: 0pt;"></span></span></nobr></span> near) <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1213"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1214"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>
\ </span></div>
<div style="font-family: inherit; text-align: justify;">
<br /></div>
<div style="font-family: inherit; text-align: justify;">
<span>begin {matrix} & P_1 & P_2 & P_3 P_4 & & &
D_5 P_6 P_7 & & & P_8 P_9 & P_ {10} & P_ { 11} &
P_ {12} \ \ t = 0 & .000 & .000 & .000 & .000 &
.000 & .000 & 1.00 & .000 & .000 & .000 & .000
& .000 \ \ t = 1 & .000 & .000 & .000 & .000 &
1.00 & .000 & .000 & .000 & .000 & .000 & .000
& .000 \ \ t = 2 & & .000 & .000. 000 & .000 &
.000 & .333 & .333 & .333 & .000 & .000 & .000
& .000 \ \ t = 3 & .167 & .000 & .000 & .000 &
.333 &. 000 & .333 & .000 & .167 & .000 & .000
& .000 \ \ t = 4 & .000 & .042 & .042 & .042 &
.417 & .111 & .111 & .111 &. 000 & .042 & .042
& .042 \ \ t = 5 & .118 & .021 & .021 & .021 &
.111 & .139 & .250 & .139 & .118 & .021 & .021
&. 021 \ \ \ dots \ \ t = 29 & & .059 & .117 .059 &
.059 & .177 & .059 & .117 & .059 & .117 & .059
& .059 & .059 \ \ t = 30 & .117 & .059 & .059 &
.059 & .177 & .059 & .117 & .059 & .117 & .059
& .059 & .059 \ end {matrix} <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1215"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1216"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span></span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> There is a distribution which converges quickly to a stationary distribution (at <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1225"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 2.019em;"><span style="clip: rect(1.243em, 1000em, 2.367em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1226"><span class="msubsup" id="MathJax-Span-1227"><span style="display: inline-block; height: 0pt; position: relative; width: 2.025em;"><span style="clip: rect(1.417em, 1000em, 2.367em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mn" id="MathJax-Span-1228"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0030.png" style="height: 14px; margin-right: 0.038em; width: 9px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 1.037em; position: absolute; top: -2.569em;"><span class="texatom" id="MathJax-Span-1229"><span class="mrow" id="MathJax-Span-1230"><span class="mo" id="MathJax-Span-1231" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/2212.png" style="height: 1px; margin-right: 0.08em; vertical-align: 3px; width: 10px;" /></span><span class="mn" id="MathJax-Span-1232" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0033.png" style="height: 9px; margin-right: 0.041em; width: 7px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.087em; overflow: hidden; vertical-align: -0.028em; width: 0pt;"></span></span></nobr></span> near the end of a thirty iterations).</span> <span> Test this observation by a second example, this time from the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1640"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.106em;"><span style="clip: rect(1.401em, 1000em, 2.496em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1641"><span class="msubsup" id="MathJax-Span-1642"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1643"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-1644" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.049em; overflow: hidden; vertical-align: -0.195em; width: 0pt;"></span></span></nobr></span>: <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1645"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1646"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>
\ begin {matrix} & P_1 & P_2 & P_3 P_4 & & &
D_5 P_6 P_7 & & & P_8 P_9 & P_ {10} & P_ {11} &
P_ {12} \ \ t = 0 & 1.00 & .000 & .000 & .000 & .000
& .000 & .000 & .000 & .000 & .000 & .000 &
.000 \ \ t = 1 & .000 & .250 & .250 & .250 & .250
& .000 & .000 & .000 & .000 & .000 & .000 &
.000 \ \ & t = 2 & .375 .125 & .125 & .125 & .000
& .083 & .083 & .083 & .000 & .000 & .000 &
.000 \ \ t = 3 & .229 & .156 & .156 & .156 & .177
& .000 & .083 & .000 & .042 & .000 & .000 &
.000 \ \ t = 4 & .234 & .135 & .135 & .135 & .151
& .059 & .059 & .059 & .000 & .010 & .010 &
.010 \ \ t = 5 & .233 & .126 & .126 & .126 & .118
& .050 & .109 & .050 & .045 & .005 & .005 &
.005 \ \ \ dots \ \ t = 69 & .117 & .059 & .059 & .059
& .177 & .059 & .117 & .059 & .117 & .059 &
.059 & .059 \ \ t = 70 & .117 & .059 & .059 & .059
& .177 & .059 & .117 & .059 & .117 & .059 &
.059 & .059 \ end {matrix} </span></div>
<div style="font-family: inherit; text-align: justify;">
<span><span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1647"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1648"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span></span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> </span></div>
<div style="font-family: inherit; text-align: justify;">
<span>Although dissemination take more time to stabilize, the stationary measure is the same!</span> <span> It also coincides with our solution <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1684"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 14.087em;"><span style="clip: rect(1.336em, 1000em, 2.587em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1685"><span class="mi" id="MathJax-Span-1686"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span><span class="mo" id="MathJax-Span-1687" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="mo" id="MathJax-Span-1688" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0028.png" style="height: 21px; margin-right: 0.054em; vertical-align: -5px; width: 7px;" /></span><span class="mn" id="MathJax-Span-1689"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0032.png" style="height: 14px; margin-right: 0.049em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1690"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1691" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1692"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1693" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1694"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1695" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1696"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1697" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0033.png" style="height: 14px; margin-right: 0.041em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1698"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1699" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1700"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1701" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0032.png" style="height: 14px; margin-right: 0.049em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1702"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1703" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1704"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1705" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0032.png" style="height: 14px; margin-right: 0.049em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1706"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1707" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1708"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1709" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1710"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mn" id="MathJax-Span-1711" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1712"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0029.png" style="height: 21px; margin-right: 0.091em; vertical-align: -5px; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.252em; overflow: hidden; vertical-align: -0.314em; width: 0pt;"></span></span></nobr></span>, here divided by <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1713"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 10.433em;"><span style="clip: rect(1.39em, 1000em, 2.367em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1714"><span class="mn" id="MathJax-Span-1715"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0037.png" style="height: 14px; margin-right: 0.014em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1716"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-1717"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1718"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006E.png" style="height: 9px; margin-right: 0.019em; width: 12px;" /></span><span class="mi" id="MathJax-Span-1719"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1720"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0072.png" style="height: 9px; margin-right: 0.02em; width: 9px;" /></span><span class="mi" id="MathJax-Span-1721"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span><span class="mi" id="MathJax-Span-1722"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1723"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="mi" id="MathJax-Span-1724"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span><span class="mi" id="MathJax-Span-1725"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/007A.png" style="height: 9px; margin-right: -0.003em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1726"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-1727"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-1728"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0068.png" style="height: 14px; margin-right: 0.02em; width: 11px;" /></span><span class="mi" id="MathJax-Span-1729"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-1730"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mi" id="MathJax-Span-1731"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0075.png" style="height: 9px; margin-right: 0.02em; width: 11px;" /></span><span class="mi" id="MathJax-Span-1732"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span><span class="mi" id="MathJax-Span-1733"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-1734"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.895em; overflow: hidden; vertical-align: -0.028em; width: 0pt;"></span></span></nobr></span> 1 USD .</span> <span> The pages where <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1740"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.25em;"><span style="clip: rect(1.633em, 1000em, 2.504em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1741"><span class="msubsup" id="MathJax-Span-1742"><span style="display: inline-block; height: 0pt; position: relative; width: 1.256em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1743"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-1744" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.757em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> is large are the most "popular" or most "popular".</span> <span> In the quest to rank web pages in order of importance is even an argument for using the measure <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1748"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.817em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1749"><span class="mi" id="MathJax-Span-1750"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> as an indicator.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span>
The model of the random surfer may seem surprising, but in the absence
of more precise information, the use of probabilistic considerations is
often very helpful!</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> The Transition Act</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> How to formalize the distribution shown above?</span> <span> Suppose that at time <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1764"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.385em;"><span style="clip: rect(1.456em, 1000em, 2.357em, -0.414em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1765"><span class="mi" id="MathJax-Span-1766"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.796em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> our random surfer is on page P_j <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1767"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1768"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> with probability <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1769"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.962em;"><span style="clip: rect(1.633em, 1000em, 2.705em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1770"><span class="msubsup" id="MathJax-Span-1771"><span style="display: inline-block; height: 0pt; position: relative; width: 0.967em;"><span style="clip: rect(1.633em, 1000em, 2.533em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1772"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.556em; position: absolute; top: -1.98em;"><span class="mi" id="MathJax-Span-1773" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006A.png" style="height: 13px; margin-left: -0.011em; margin-right: 0.009em; vertical-align: -3px; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.019em; overflow: hidden; vertical-align: -0.467em; width: 0pt;"></span></span></nobr></span>.</span> <span> The probability of P_j from <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1794"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1795"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> and follow the link <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1796"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.923em;"><span style="clip: rect(1.422em, 1000em, 2.542em, -0.444em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1797"><span class="mi" id="MathJax-Span-1798"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006A.png" style="height: 18px; margin-left: -0.012em; margin-right: 0.009em; vertical-align: -4px; width: 9px;" /></span><span class="mtext" id="MathJax-Span-1799"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-1800"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-1801"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1802"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.081em; overflow: hidden; vertical-align: -0.255em; width: 0pt;"></span></span></nobr></span> then <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1803"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.529em;"><span style="clip: rect(1.38em, 1000em, 2.705em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1804"><span class="mtext" id="MathJax-Span-1805"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-1806"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0066.png" style="height: 18px; margin-right: -0.058em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-1807"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0072.png" style="height: 9px; margin-right: 0.02em; width: 9px;" /></span><span class="mi" id="MathJax-Span-1808"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1809"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="texatom" id="MathJax-Span-1810"><span class="mrow" id="MathJax-Span-1811"><span class="mn" id="MathJax-Span-1812"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span></span></span><span class="texatom" id="MathJax-Span-1813"><span class="mrow" id="MathJax-Span-1814"><span class="mtext" id="MathJax-Span-1815"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-1816"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-1817"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="msubsup" id="MathJax-Span-1818"><span style="display: inline-block; height: 0pt; position: relative; width: 0.823em;"><span style="clip: rect(1.39em, 1000em, 2.357em, -0.396em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1819"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.412em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-1820" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006A.png" style="height: 13px; margin-left: -0.011em; margin-right: 0.009em; vertical-align: -3px; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span></span><span class="msubsup" id="MathJax-Span-1821"><span style="display: inline-block; height: 0pt; position: relative; width: 0.967em;"><span style="clip: rect(1.633em, 1000em, 2.533em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1822"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.556em; position: absolute; top: -1.98em;"><span class="mi" id="MathJax-Span-1823" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006A.png" style="height: 13px; margin-left: -0.011em; margin-right: 0.009em; vertical-align: -3px; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.348em; overflow: hidden; vertical-align: -0.467em; width: 0pt;"></span></span></nobr></span>.</span> <span> The probability of arriving at a time <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1834"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.385em;"><span style="clip: rect(1.456em, 1000em, 2.357em, -0.414em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1835"><span class="mi" id="MathJax-Span-1836"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.796em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> on <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1837"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1838"><span class="msubsup" id="MathJax-Span-1839"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1840"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-1841" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> page is</span> </div>
<div class="mjlabel_top" id="eq_eq:TransitionLineaire" style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<span style="font-family: inherit;"> P'_i <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1842"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1843"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>: = \ sum_ {j \ to i} \ frac {1} {\} p_j ell_j. </span><br />
<br />
<span style="font-family: inherit;"><span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1844"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"></span><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1845"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span></span> <br />
<div style="font-family: inherit; text-align: justify;">
<span> Given the initial distribution <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1859"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.481em;"><span style="clip: rect(1.633em, 1000em, 2.533em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1860"><span class="mi" id="MathJax-Span-1861"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.795em; overflow: hidden; vertical-align: -0.242em; width: 0pt;"></span></span></nobr></span>, the transition law<a href="http://translate.googleusercontent.com/translate_c?hl=en&langpair=fr%7Cen&rurl=translate.google.co.in&twu=1&u=http://images.math.cnrs.fr/Comment-Google-classe-les-pages.html&usg=ALkJrhi8m-9W9b4c-EBPWRd039e0zPqrQQ#eq_eq:TransitionLineaire"></a> defines the following distribution <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1862"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 3.99em;"><span style="clip: rect(1.318em, 1000em, 2.587em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1863"><span class="msubsup" id="MathJax-Span-1864"><span style="display: inline-block; height: 0pt; position: relative; width: 0.823em;"><span style="clip: rect(1.633em, 1000em, 2.533em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1865"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.556em; position: absolute; top: -2.565em;"><span class="mo" id="MathJax-Span-1866" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/2032.png" style="height: 7px; margin-right: 0.012em; vertical-align: 1px; width: 4px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-1867" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="mi" id="MathJax-Span-1868" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0054.png" style="height: 14px; margin-right: -0.116em; width: 14px;" /></span><span class="mo" id="MathJax-Span-1869"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0028.png" style="height: 21px; margin-right: 0.054em; vertical-align: -5px; width: 7px;" /></span><span class="mi" id="MathJax-Span-1870"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mo" id="MathJax-Span-1871"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0029.png" style="height: 21px; margin-right: 0.091em; vertical-align: -5px; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.276em; overflow: hidden; vertical-align: -0.314em; width: 0pt;"></span></span></nobr></span>.</span> <span> Thus we get a line <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1880"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.385em;"><span style="clip: rect(1.456em, 1000em, 2.357em, -0.414em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1881"><span class="mi" id="MathJax-Span-1882"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.796em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> from <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1883"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.385em;"><span style="clip: rect(1.456em, 1000em, 2.357em, -0.414em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1884"><span class="mi" id="MathJax-Span-1885"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.796em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> line in our examples.</span> <span> (In probability theory this is called a <i>Markov chain.)</i> The stationary measure is characterized by the equilibrium equation <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1894"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 4.327em;"><span style="clip: rect(1.336em, 1000em, 2.587em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1895"><span class="mi" id="MathJax-Span-1896"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span><span class="mo" id="MathJax-Span-1897" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="mi" id="MathJax-Span-1898" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0054.png" style="height: 14px; margin-right: -0.116em; width: 14px;" /></span><span class="mo" id="MathJax-Span-1899"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0028.png" style="height: 21px; margin-right: 0.054em; vertical-align: -5px; width: 7px;" /></span><span class="mi" id="MathJax-Span-1900"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span><span class="mo" id="MathJax-Span-1901"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0029.png" style="height: 21px; margin-right: 0.091em; vertical-align: -5px; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.252em; overflow: hidden; vertical-align: -0.314em; width: 0pt;"></span></span></nobr></span>, which is precisely our equation departure.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> Watch out for black holes</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> What happens there when our graph contains a page (or group of pages) without end?</span> <span> For illustration, here is our graph plus a new page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1909"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.49em;"><span style="clip: rect(1.401em, 1000em, 2.512em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1910"><span class="msubsup" id="MathJax-Span-1911"><span style="display: inline-block; height: 0pt; position: relative; width: 1.496em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1912"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="texatom" id="MathJax-Span-1913"><span class="mrow" id="MathJax-Span-1914"><span class="mn" id="MathJax-Span-1915" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0033.png" style="height: 9px; margin-right: 0.041em; width: 7px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.069em; overflow: hidden; vertical-align: -0.215em; width: 0pt;"></span></span></nobr></span> without end:</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div class="figure" style="font-family: inherit; text-align: justify;">
<img src="http://images.math.cnrs.fr/IMG/jpg/graphe-3.jpg" style="max-width: 400px;" /></div>
<div style="font-family: inherit; text-align: justify;">
<br /></div>
<div style="font-family: inherit; text-align: justify;">
<span>The interpretation as a random walk solves the equation without any calculation: page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1923"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.49em;"><span style="clip: rect(1.401em, 1000em, 2.512em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1924"><span class="msubsup" id="MathJax-Span-1925"><span style="display: inline-block; height: 0pt; position: relative; width: 1.496em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-1926"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="texatom" id="MathJax-Span-1927"><span class="mrow" id="MathJax-Span-1928"><span class="mn" id="MathJax-Span-1929" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0033.png" style="height: 9px; margin-right: 0.041em; width: 7px;" /></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.069em; overflow: hidden; vertical-align: -0.215em; width: 0pt;"></span></span></nobr></span> absorbs all likelihood because our random surfer will fall sooner or later on this page, where it remains for rest of his life.</span> <span> So the solution is <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1930"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1931"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>
\ begin {matrix} & & & P_1 & P_2 & P_3 P_4 &
& & D_5 P_6 P_7 & & & P_8 P_9 & P_ {10} & P_
{11} & P_ {12} & P_ {13 } & \ \ m & = & (& 0,
& 0, & 0, & 0, & 0, & 0, & 0, & 0, & 0,
& 0, & 0, & 0, & 1 &).</span> <span> \ End {matrix} <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1932"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1933"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> Our model is not yet satisfactory.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> The model used by Google PageRank</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> To escape the black hole, Google uses a more refined model:</span> </div>
<ul class="spip" style="font-family: inherit; text-align: justify;">
<li> <span> with a fixed probability <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1945"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.433em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.4em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1946"><span class="mi" id="MathJax-Span-1947"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> surfer abandons its current page P_j <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1948"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1949"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> and again on the <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1950"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.577em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1951"><span class="mi" id="MathJax-Span-1952"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006E.png" style="height: 9px; margin-right: 0.019em; width: 12px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> web pages, chosen so equiprobable;</span> </li>
<li> <span> Otherwise, with probability <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1963"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 2.115em;"><span style="clip: rect(1.417em, 1000em, 2.357em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1964"><span class="mn" id="MathJax-Span-1965"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-1966" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/2212.png" style="height: 2px; margin-right: 0.081em; vertical-align: 4px; width: 14px;" /></span><span class="mi" id="MathJax-Span-1967" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.846em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span>, the surfer follows a link from page P_j <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1968"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1969"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>, chosen so as equiprobable.</span> <span> (This is the usual random walk).</span> </li>
</ul>
<div style="font-family: inherit; text-align: justify;">
<span>
This trick of "teleportation" avoids being trapped by a page without
issue, and guaranteed to arrive anywhere in the graph regardless of
connectivity issues.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> In this model the transition is given by</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<span style="font-family: inherit;"> P'_i <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1970"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1971"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>: = \ frac {c} {n} + \ sum_ {j \ to i} \ frac {1-c} {\} p_j ell_j. <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1972"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1973"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> The first term <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1974"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 3.173em;"><span style="clip: rect(1.38em, 1000em, 2.543em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1975"><span class="mtext" id="MathJax-Span-1976"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-1977"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0066.png" style="height: 18px; margin-right: -0.058em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-1978"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0072.png" style="height: 9px; margin-right: 0.02em; width: 9px;" /></span><span class="mi" id="MathJax-Span-1979"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-1980"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="texatom" id="MathJax-Span-1981"><span class="mrow" id="MathJax-Span-1982"><span class="mi" id="MathJax-Span-1983"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span></span></span><span class="texatom" id="MathJax-Span-1984"><span class="mrow" id="MathJax-Span-1985"><span class="mi" id="MathJax-Span-1986"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006E.png" style="height: 9px; margin-right: 0.019em; width: 12px;" /></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.137em; overflow: hidden; vertical-align: -0.256em; width: 0pt;"></span></span></nobr></span> comes from the teleportation, the second term is the random walk before. The balance measure thus satisfies the equation</span> <div class="mjlabel_top" id="eq_eq:EquilibreAffine" style="font-family: inherit; text-align: justify;">
<span><br /> </span> </div>
<span style="font-family: inherit;"> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1987"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1988"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> M_i = \ frac {c} {n} + \ sum_ {j \ to i} \ frac {1-c} {m_j} ell_j. <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1989"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1990"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span></span> <div style="font-family: inherit; text-align: justify;">
<span> The parameter <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-1994"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.433em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.4em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-1995"><span class="mi" id="MathJax-Span-1996"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> is still to be calibrated.</span> <span> For <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2002"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 2.26em;"><span style="clip: rect(1.417em, 1000em, 2.367em, -0.4em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2003"><span class="mi" id="MathJax-Span-2004"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="mo" id="MathJax-Span-2005" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span><span class="mn" id="MathJax-Span-2006" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0030.png" style="height: 14px; margin-right: 0.038em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.86em; overflow: hidden; vertical-align: -0.028em; width: 0pt;"></span></span></nobr></span> we get the previous mode.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span><span></span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> </span></div>
<div style="font-family: inherit; text-align: justify;">
<span>In general, choose the constant <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2043"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.433em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.4em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2044"><span class="mi" id="MathJax-Span-2045"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> non-zero but close to zero.</span> <span> For example, the choice <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2054"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.49em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.4em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2055"><span class="mi" id="MathJax-Span-2056"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="mo" id="MathJax-Span-2057" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> 0.15 is about $ 6 U.S. dollars follow links on average, which seems a realistic description.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> To conclude the analysis of our example, here is the random walk starting from the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2498"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.106em;"><span style="clip: rect(1.401em, 1000em, 2.496em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2499"><span class="msubsup" id="MathJax-Span-2500"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2501"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2502" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.049em; overflow: hidden; vertical-align: -0.195em; width: 0pt;"></span></span></nobr></span>: <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2503"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2504"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span>
\ begin {matrix} & P_1 & P_2 & P_3 & P_4 D_5 &
& & P_6 P_7 P_8 & & & P_ {10 P_9 } & P_ {11}
& P_ {12} \ \ t = 0 & 1.00 & .000 & .000 & .000
& .000 & .000 & .000 & .000 & .000 & .000 &
.000 &. 000 \ \ t = 1 & .013 & .225 & .225 & .225
& .225 & .013 & .013 & .013 & .013 & .013 &
.013 & .013 \ \ .305 & t = 2 & .111 & .111 & .111
& .028 & .076 & .087 & .076 & .034 & .020 &
.020 & .020 \ \ t = 3 & .186 & .124 & .124 & .124
& .158 & .021 & .085 & .021 & .071 & .028 &
.028 & .028 \ \ t = 4 & .180 & .105 & .105 & .105
& .140 & .057 & .075 & .057 & .057 & .040 &
.040 & .040 \ \ t = 5 & .171 & .095 & .095 & .095
& .126 & .052 & .101 & .052 & .087 & .042 &
.042 & .042 \ \ \ dots \ \ t = 29 & .120 & .066 & .066
& .066 & .150 & .055 & .102 & .055 & .120 &
.066 & .066 &. 066 \ \ t = 30 & .120 & .066 & .066
& .066 & .150 & .055 & .102 & .055 & .120 &
.066 & .066 & .066 \ end {matrix} <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2505"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2506"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> The stationary measure is quickly reached, and the page <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2507"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.529em;"><span style="clip: rect(1.39em, 1000em, 2.511em, -0.402em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2508"><span class="msubsup" id="MathJax-Span-2509"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.401em, 1000em, 2.347em, -0.402em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2510"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0044.png" style="height: 14px; margin-right: 0.023em; width: 16px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.844em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2511" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0035.png" style="height: 10px; margin-right: 0.049em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mi" id="MathJax-Span-2512"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="mi" id="MathJax-Span-2513"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mi" id="MathJax-Span-2514"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-2515"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0064.png" style="height: 14px; margin-right: -0.004em; width: 11px;" /></span><span class="mi" id="MathJax-Span-2516"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mi" id="MathJax-Span-2517"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0077.png" style="height: 9px; margin-right: 0.025em; width: 14px;" /></span><span class="mi" id="MathJax-Span-2518"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span><span class="mi" id="MathJax-Span-2519"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-2520"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0068.png" style="height: 14px; margin-right: 0.02em; width: 11px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.082em; overflow: hidden; vertical-align: -0.214em; width: 0pt;"></span></span></nobr></span> <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2521"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2522"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> before = 0.15 m_5 pages <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2523"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.106em;"><span style="clip: rect(1.401em, 1000em, 2.496em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2524"><span class="msubsup" id="MathJax-Span-2525"><span style="display: inline-block; height: 0pt; position: relative; width: 1.112em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2526"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2527" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.049em; overflow: hidden; vertical-align: -0.195em; width: 0pt;"></span></span></nobr></span> and <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2528"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2529"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> with <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2530"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.625em;"><span style="clip: rect(1.401em, 1000em, 2.511em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2531"><span class="msubsup" id="MathJax-Span-2532"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2533"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2534" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="msubsup" id="MathJax-Span-2535"><span style="display: inline-block; height: 0pt; position: relative; width: 1.16em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2536"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2537" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0039.png" style="height: 9px; margin-right: 0.042em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="msubsup" id="MathJax-Span-2538"><span style="display: inline-block; height: 0pt; position: relative; width: 1.352em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2539"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2540" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0039.png" style="height: 9px; margin-right: 0.042em; width: 7px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-2541" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.068em; overflow: hidden; vertical-align: -0.214em; width: 0pt;"></span></span></nobr></span> 0.12.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> The fixed point theorem</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> To develop a promising model we used heuristic arguments and experimental designs.</span> <span> Now fix this model and ask it on a solid theoretical foundation.</span> <span> Our calculations result in fact in our example miniature, but is this always the case?</span> <span> The following beautiful result answers in full generality:</span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> <strong> </strong></span></div>
<div style="font-family: inherit; text-align: justify;">
<span><strong>Fixed point theorem.</strong> - <i>Consider a finite graph and fix any parameter <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2552"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.433em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.4em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2553"><span class="mi" id="MathJax-Span-2554"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span> such that <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2555"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 3.798em;"><span style="clip: rect(1.39em, 1000em, 2.385em, -0.395em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2556"><span class="mn" id="MathJax-Span-2557"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0030.png" style="height: 14px; margin-right: 0.038em; width: 9px;" /></span><span class="mo" id="MathJax-Span-2558" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003C.png" style="height: 12px; margin-right: 0.081em; width: 14px;" /></span><span class="mi" id="MathJax-Span-2559" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="mtext" id="MathJax-Span-2560"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-2561"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="mi" id="MathJax-Span-2562"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0065.png" style="height: 9px; margin-right: 0.036em; width: 9px;" /></span><span class="mn" id="MathJax-Span-2563"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.917em; overflow: hidden; vertical-align: -0.05em; width: 0pt;"></span></span></nobr></span>.</i></span> <span> <i>Then:</i></span> </div>
<ul class="spip" style="font-family: inherit; text-align: justify;">
<li> <span> Equation admits a unique solution that <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2577"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 8.317em;"><span style="clip: rect(1.39em, 1000em, 2.504em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2578"><span class="msubsup" id="MathJax-Span-2579"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2580"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2581" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-2582" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002B.png" style="height: 14px; margin-right: 0.054em; vertical-align: -2px; width: 14px;" /></span><span class="mtext" id="MathJax-Span-2583" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-2584"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0064.png" style="height: 14px; margin-right: -0.004em; width: 11px;" /></span><span class="mi" id="MathJax-Span-2585"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-2586"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-2587"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mo" id="MathJax-Span-2588" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002B.png" style="height: 14px; margin-right: 0.054em; vertical-align: -2px; width: 14px;" /></span><span class="msubsup" id="MathJax-Span-2589" style="padding-left: 0.222em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.448em;"><span style="clip: rect(1.4em, 1000em, 2.346em, -0.399em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2590"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/004D.png" style="height: 14px; margin-right: -0.078em; width: 21px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.988em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-2591" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006E.png" style="height: 6px; margin-right: 0.019em; width: 8px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-2592" style="padding-left: 0.278em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/003D.png" style="height: 5px; margin-right: 0.054em; vertical-align: 3px; width: 15px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.072em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> 1.</span> <span> In this solution <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2604"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 5.865em;"><span style="clip: rect(1.39em, 1000em, 2.533em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2605"><span class="msubsup" id="MathJax-Span-2606"><span style="display: inline-block; height: 0pt; position: relative; width: 1.304em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2607"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.892em; position: absolute; top: -2.052em;"><span class="mn" id="MathJax-Span-2608" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/0031.png" style="height: 9px; margin-right: 0.069em; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span><span class="mo" id="MathJax-Span-2609"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="mtext" id="MathJax-Span-2610" style="padding-left: 0.167em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-2611"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0064.png" style="height: 14px; margin-right: -0.004em; width: 11px;" /></span><span class="mi" id="MathJax-Span-2612"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-2613"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-2614"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mo" id="MathJax-Span-2615"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/002C.png" style="height: 7px; margin-right: 0.065em; vertical-align: -4px; width: 5px;" /></span><span class="msubsup" id="MathJax-Span-2616" style="padding-left: 0.167em;"><span style="display: inline-block; height: 0pt; position: relative; width: 1.448em;"><span style="clip: rect(1.4em, 1000em, 2.346em, -0.399em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2617"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/004D.png" style="height: 14px; margin-right: -0.078em; width: 21px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.988em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-2618" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006E.png" style="height: 6px; margin-right: 0.019em; width: 8px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.11em; overflow: hidden; vertical-align: -0.242em; width: 0pt;"></span></span></nobr></span> are strictly positive.</span> </li>
<li> <span> For any initial probability distribution on the graph, the diffusion process converges to the unique stationary measure <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2622"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0.817em;"><span style="clip: rect(1.633em, 1000em, 2.357em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2623"><span class="mi" id="MathJax-Span-2624"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.566em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span>.</span> </li>
<li> <span> Convergence is at least as fast as that of the geometric <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2639"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 3.462em;"><span style="clip: rect(1.312em, 1000em, 2.587em, -0.342em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2640"><span class="mo" id="MathJax-Span-2641"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0028.png" style="height: 21px; margin-right: 0.054em; vertical-align: -5px; width: 7px;" /></span><span class="mn" id="MathJax-Span-2642"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-2643" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/2212.png" style="height: 2px; margin-right: 0.081em; vertical-align: 4px; width: 14px;" /></span><span class="mi" id="MathJax-Span-2644" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="texatom" id="MathJax-Span-2645"><span class="mrow" id="MathJax-Span-2646"><span class="msubsup" id="MathJax-Span-2647"><span style="display: inline-block; height: 0pt; position: relative; width: 0.919em;"><span style="clip: rect(1.337em, 1000em, 2.587em, -0.38em); left: 0em; position: absolute; top: -2.202em;"><span class="mo" id="MathJax-Span-2648"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0029.png" style="height: 21px; margin-right: 0.091em; vertical-align: -5px; width: 6px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.46em; position: absolute; top: -2.65em;"><span class="mi" id="MathJax-Span-2649" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/006E.png" style="height: 6px; margin-right: 0.019em; width: 8px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.283em; overflow: hidden; vertical-align: -0.314em; width: 0pt;"></span></span></nobr></span> to $ 0.</span> </li>
</ul>
<div style="font-family: inherit; text-align: justify;">
<span> Emphasize the importance of each of these three points.</span> <span> The first simply ensures the existence and uniqueness of a solution to our problem.</span> <span> Better yet, a solution not only exists but the second point tells us how to calculate: an iterative algorithm.</span> <span>
Here the independence of the concept ensures a certain numerical
stability: the calculations with point numbers, rounding errors are
often unavoidable, but fortunately by such disturbances do not affect
the final result.</span> <span> Finally, the third point guarantees that the convergence rate is high enough, which is crucial for any application size.</span> <span> For its Google ranking processes several billion web pages.</span> <span>
This Herculean task is only possible with the iterative algorithm, and
the theorem guarantees its effectiveness regardless of the graph.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> This theorem is as elegant and useful.</span> <span> The idea of proof is surprisingly simple: we show that the transition law <a href="http://translate.googleusercontent.com/translate_c?hl=en&langpair=fr%7Cen&rurl=translate.google.co.in&twu=1&u=http://images.math.cnrs.fr/Comment-Google-classe-les-pages.html&usg=ALkJrhi8m-9W9b4c-EBPWRd039e0zPqrQQ#eq_eq:TransitionAffine"></a>defines a map <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2664"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 7.981em;"><span style="clip: rect(1.318em, 1000em, 2.533em, -0.412em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2665"><span class="mi" id="MathJax-Span-2666"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0054.png" style="height: 14px; margin-right: -0.116em; width: 14px;" /></span><span class="mtext" id="MathJax-Span-2667"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-2668"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span><span class="mi" id="MathJax-Span-2669"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-2670"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006C.png" style="height: 15px; margin-right: 0.03em; width: 6px;" /></span><span class="mi" id="MathJax-Span-2671"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-2672"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006E.png" style="height: 9px; margin-right: 0.019em; width: 12px;" /></span><span class="mi" id="MathJax-Span-2673"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mtext" id="MathJax-Span-2674"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-2675"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006D.png" style="height: 9px; margin-right: 0.02em; width: 17px;" /></span><span class="mi" id="MathJax-Span-2676"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0061.png" style="height: 9px; margin-right: 0.022em; width: 10px;" /></span><span class="mi" id="MathJax-Span-2677"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span><span class="mi" id="MathJax-Span-2678"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0073.png" style="height: 9px; margin-right: 0.048em; width: 9px;" /></span><span class="mi" id="MathJax-Span-2679"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-2680"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="msubsup" id="MathJax-Span-2681"><span style="display: inline-block; height: 0pt; position: relative; width: 0.823em;"><span style="clip: rect(1.633em, 1000em, 2.533em, -0.47em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2682"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0070.png" style="height: 13px; margin-left: -0.037em; margin-right: 0.006em; vertical-align: -4px; width: 11px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.556em; position: absolute; top: -2.565em;"><span class="mo" id="MathJax-Span-2683" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/100/2032.png" style="height: 7px; margin-right: 0.012em; vertical-align: 1px; width: 4px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.204em; overflow: hidden; vertical-align: -0.242em; width: 0pt;"></span></span></nobr></span> is contracting over <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2684"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 2.115em;"><span style="clip: rect(1.417em, 1000em, 2.357em, -0.353em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2685"><span class="mn" id="MathJax-Span-2686"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/0031.png" style="height: 14px; margin-right: 0.07em; width: 9px;" /></span><span class="mo" id="MathJax-Span-2687" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/2212.png" style="height: 2px; margin-right: 0.081em; vertical-align: 4px; width: 14px;" /></span><span class="mi" id="MathJax-Span-2688" style="padding-left: 0.222em;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0063.png" style="height: 9px; margin-right: 0.004em; width: 9px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0.846em; overflow: hidden; vertical-align: -0.014em; width: 0pt;"></span></span></nobr></span>.</span> <span> The result thus follows from the fixed point theorem of Banach.</span> </div>
<h3 class="spip" style="font-family: inherit; text-align: justify;">
<span> Conclusion</span> </h3>
<div style="font-family: inherit; text-align: justify;">
<span> To be useful, a search engine should not only list the results of a query, but rank them in order of importance.</span> <span> However, estimating the relevance of web pages is a profound challenge to modeling.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> As a first approximation Google scans the graph formed by links between web pages.</span> <span> Interpreting a link <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2704"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.923em;"><span style="clip: rect(1.422em, 1000em, 2.542em, -0.444em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2705"><span class="mi" id="MathJax-Span-2706"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006A.png" style="height: 18px; margin-left: -0.012em; margin-right: 0.009em; vertical-align: -4px; width: 9px;" /></span><span class="mtext" id="MathJax-Span-2707"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Main/Regular/141/00A0.png" style="height: 1px; margin-right: 0.24em; width: 1px;" /></span><span class="mi" id="MathJax-Span-2708"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0074.png" style="height: 13px; margin-right: 0.03em; width: 7px;" /></span><span class="mi" id="MathJax-Span-2709"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/006F.png" style="height: 9px; margin-right: 0.009em; width: 10px;" /></span><span class="mi" id="MathJax-Span-2710"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0069.png" style="height: 14px; margin-right: 0.04em; width: 6px;" /></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.081em; overflow: hidden; vertical-align: -0.255em; width: 0pt;"></span></span></nobr></span> as "voting" on page P_j <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2711"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 0em;"><span style="clip: rect(2.058em, 1000em, 2.346em, -0.433em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2712"></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 0em; overflow: hidden; vertical-align: 0em; width: 0pt;"></span></span></nobr></span> for <span class="MathJax" role="textbox"><nobr><span class="math" id="MathJax-Span-2713"><span style="display: inline-block; font-size: 130%; height: 0pt; position: relative; width: 1.058em;"><span style="clip: rect(1.401em, 1000em, 2.504em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mrow" id="MathJax-Span-2714"><span class="msubsup" id="MathJax-Span-2715"><span style="display: inline-block; height: 0pt; position: relative; width: 1.063em;"><span style="clip: rect(1.401em, 1000em, 2.346em, -0.401em); left: 0em; position: absolute; top: -2.202em;"><span class="mi" id="MathJax-Span-2716"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/141/0050.png" style="height: 14px; margin-right: -0.105em; width: 15px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span><span style="left: 0.7em; position: absolute; top: -2.052em;"><span class="mi" id="MathJax-Span-2717" style="font-size: 70.7%;"><img src="http://cdn.mathjax.org/mathjax/latest/fonts/HTML-CSS/TeX/png/Math/Italic/100/0069.png" style="height: 10px; margin-right: 0.04em; width: 5px;" /></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span></span></span> <span style="display: inline-block; height: 2.202em; width: 0pt;"></span></span></span><span style="border-left: 0em solid; display: inline-block; height: 1.058em; overflow: hidden; vertical-align: -0.205em; width: 0pt;"></span></span></nobr></span> page, the PageRank model defines a measure of "popularity."</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> The fixed point theorem ensures that this equation admits a unique solution, and justifies the iterative algorithm to approach.</span> <span> It is easy to implement on a computer and quite effective for graphs of size.</span></div>
<div style="font-family: inherit; text-align: justify;">
<span> </span> </div>
<div style="font-family: inherit; text-align: justify;">
<span> Armed with these mathematical tools and a clever business strategy, Google makes billions of dollars.</span> <span> He had to think!</span> </div>
</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-50937036687861040052011-05-28T12:27:00.000+05:302011-05-28T12:27:15.375+05:3010 Tips to Protect your Children from Pesticide and Lead Poisonings<div dir="ltr" style="text-align: left;" trbidi="on">
<span>The following measures will help protect children from environmental hazards around the home:</span><br />
<span> </span> <br />
<table border="0" cellpadding="5" cellspacing="0"><tbody>
<tr><td valign="top" width="220"><div align="center">
<img alt="Store product in a cabinet." height="114" src="http://www.epa.gov/opp00001/factsheets/images/tip1.jpg" width="135" /></div>
<span> <span>1.</span> Always <strong>store pesticides</strong> and other household chemicals, including bleach (chlorine), <strong>out of reach of children.</strong> Preferably keep them in a locked cabinet.</span> </td><td valign="top" width="220"><div align="center">
<img alt="Men's Read the Label." height="114" src="http://www.epa.gov/opp00001/factsheets/images/readthelabel.jpg" width="135" /></div>
<span> <span>2.</span> Always <strong>read the instructions carefully</strong>
on the label before using a pesticide, chemical or household pets
because they can be dangerous or ineffective if used improperly.</span> </td><td valign="top" width="220"><div align="center">
<img alt="The sign on a tree." height="114" src="http://www.epa.gov/opp00001/factsheets/images/sign.jpg" width="135" /></div>
<span> <span>3.</span> When applying a <strong>pesticide, make sure your children and pets are not present</strong> at the site and remove toys and personal items.</span> <span>
Make sure no one enters the room where the pesticide was applied until
it is dry or until it meets the time indicated on the label.</span> </td></tr>
<tr><td valign="top" width="220"><div align="center">
<img alt="Reclose container." height="114" src="http://www.epa.gov/opp00001/factsheets/images/tip4.jpg" width="135" /></div>
<span> <span>4.</span> If you stop the application of a pesticide or other household chemical (perhaps by a phone call), <strong>allow the container tightly closed</strong> and out of reach of children.</span> <span> Make sure household chemicals are packaged in a sturdy enough for children.</span> </td><td valign="top" width="220"><div align="center">
<img alt="Child reach for the pesticide container." height="114" src="http://www.epa.gov/opp00001/factsheets/images/milk-pest-box.jpg" width="135" /></div>
<span> <span>5.</span> <strong>Never transfer pesticides to other containers</strong>
that children may associate with food or drinks (like soda bottles)
that daily use and never place rodent or insect baits in places where
children can reach them.</span> </td><td valign="top" width="220"><div align="center">
<img alt="Applying insect repellent." height="114" src="http://www.epa.gov/opp00001/factsheets/images/bugspray.jpg" width="135" /></div>
<span> <span>6.</span> <strong>Read the instructions before applying repellent to children.</strong> Never apply over cuts, wounds, or irritated skin.</span> <span> Do not apply to eyes, nose, lips, hands or directly on the face.</span> <span> Use just enough to cover exposed skin or clothing as directed on the label.</span> <span> Never apply repellent under clothing.</span> </td></tr>
<tr><td valign="top" width="220"><div align="center">
<img alt="The house with lead based paint." height="114" src="http://www.epa.gov/opp00001/factsheets/images/tip7.jpg" width="135" /></div>
<span> <span>7.</span> Many homes built before 1978 contain lead-based paint.</span> <span> If you are contemplating a renovation of your home, <strong>ask for an analysis of the painting. Do</strong> not try to remove yourself lead paint.</span> </td><td valign="top" width="220"><div align="center">
<img alt="Talk with people." height="114" src="http://www.epa.gov/opp00001/factsheets/images/tip8.jpg" width="135" /></div>
<span> <span>8.</span> <strong>Learn about the risks associated with lead.</strong>
Remember that when you buy or rent a house or apartment built before
1978, the seller or landlord has a responsibility to disclose known
risks associated with lead.</span> </td><td valign="top" width="220"><div align="center">
<img alt="Doctor and small." height="114" src="http://www.epa.gov/opp00001/factsheets/images/doc-boy.jpg" width="135" /></div>
<span> <span>9.</span> <strong>If you suspect your child may have been exposed to lead</strong> in your home or <strong>neighborhood,</strong> take them <strong>to arrange for an analysis</strong> to detect the presence of this element.</span> <span>
Remember, although no visible symptoms indicating the existence of lead
poisoning, this poisoning can cause problems that are manifested in
behavior and the child's scholastic ability.</span> </td></tr>
<tr><td valign="top" width="220"><div align="center">
<img alt="Boy washing hands." height="114" src="http://www.epa.gov/opp00001/factsheets/images/handwash1.jpg" width="135" /></div>
<span> <span>10.</span> <strong>Wash your hands frequently,</strong>
as well as bottles, soothers (pacifiers) and toys for their children
and regularly clean floors, windowsills and other surfaces.</span> </td><td colspan="2"><br /></td></tr>
</tbody></table>
</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-43545093381594625402011-05-26T08:03:00.000+05:302011-05-26T08:03:45.299+05:30Top 10 Best Features of Windows Live Writer 2011<div dir="ltr" style="text-align: left;" trbidi="on">
<div align="justify">
<img align="left" alt="clip_image0012" border="0" height="197" src="http://lh5.ggpht.com/_7wsQzULWIwo/Tduj1pMftQI/AAAAAAAADhw/C_-rEcZJzt4/clip_image0012%5B6%5D.jpg?imgmax=800" style="background-image: none; border-width: 0px; display: inline; float: left; margin: 0px 17px 4px 0px; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="clip_image0012" width="368" /><i>Windows
Live Writer is getting better day by day. It provides an author with all
necessary tools that he may need to write, format, create, optimize and
monetize his article. With its best text editor, better media insertion
options and amazing image effects, WLW in short is the reason behind the
look of every well organized and well written blog. and excited to share some of its worth mentioning features that simply can't be avoided. </i></div>
<i>Some of the new Features include,</i><br />
<a href="" name="more"></a> <h3>
1) A Look Like Microsoft Office </h3>
<a href="http://www.mybloggertricks.com/2011/05/use-windows-live-writer-kick-blogger.html" rel="Windows Live writer 2011" target="_blank"><img alt="762px-Live_Writer_2011" border="0" height="433" src="http://lh4.ggpht.com/_7wsQzULWIwo/TduWx-qR1RI/AAAAAAAADh0/2dsh_UuY8aw/762px-Live_Writer_2011%5B1%5D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="762px-Live_Writer_2011" width="550" /></a><br />
You feel like working on Microsoft Office. The entire interface, look and design just make things really exciting. <br />
<br />
<h3>
2) Breaks</h3>
<img alt="Line Break Options In WLW" border="0" height="144" src="http://lh3.ggpht.com/_7wsQzULWIwo/TduWy0jQhMI/AAAAAAAADhE/99PLcIuj-cc/image9.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="Line Break Options In WLW" width="126" /><br />
<br />
1- Horizontal Line Like the one below<br />
2- Clear Break : Just like a <br/> tag that adds a break or gap to your paragraph or image. <br />
3- Read More Link - Post Splitter <br />
These features are important to inform users about updates or while splitting a post into half using the read more link <br />
<h3>
3) Better Insert Options</h3>
<img alt="Insert Options In WLW" border="0" height="144" src="http://lh5.ggpht.com/_7wsQzULWIwo/TduW0RUg5kI/AAAAAAAADhI/RMM8q8Y5cx4/image131.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="Insert Options In WLW" width="497" /><br />
You
can easily insert images, videos, hyperlinks, Google Maps, Social Media
tags, emoticons and the best of all "Plugins", which equips WLW with
things that you may need out of those provided by default.<br />
<h3>
4) Hyperlink and Image Tagging</h3>
<img alt="Hyperlinking and Image Tagging" border="0" height="221" src="http://lh3.ggpht.com/_7wsQzULWIwo/TduW1Tx-eQI/AAAAAAAADhM/GpnEw83bQFg/image99.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="Hyperlinking and Image Tagging" width="304" /><br />
Clicking
the hyperlink will open the window above where your copies Link will
automatically appear in the web address option and the only thing you
need to do is to give it some description and check the "Open Link in a
new window" option in order to apply the <em>target="_blank"</em> tag. You can also add a keyword to <em>rel</em> tag for better optimization.<br />
By Clicking on image you can also insert <em>title</em> tags and <em>alt</em> tags to it as shown below. This increases your Google Image Search Rankings.<br />
<img alt="image" border="0" height="243" src="http://lh5.ggpht.com/_7wsQzULWIwo/Tduj4THc5UI/AAAAAAAADh4/PeDg3owMi5Q/image%5B33%5D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="323" /><br />
<h3>
5) Take Screenshots</h3>
Take
screenshot using the Print Screen key on your keyboard and then click
any where in your Draft Post to paste the screenshot using Ctrl+V. You
can then Resize and crop the image by clicking it and then using the
tools already provided in the Writer.<br />
<img alt="Take screenshots in WLW" border="0" height="144" src="http://lh5.ggpht.com/_7wsQzULWIwo/Tduj5F25K1I/AAAAAAAADh8/und3cxT9Oh8/image%5B21%5D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="Take screenshots in WLW" width="248" /><br />
<h3>
6) Advance Cropping</h3>
<br />
<img alt="Image cropping in wlw" border="0" height="284" src="http://lh4.ggpht.com/_7wsQzULWIwo/TduW3CEwG7I/AAAAAAAADhQ/xwcb31w--DM/image121.png?imgmax=800" style="border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="Image cropping in wlw" width="354" /><br />
After
taking a Clean and neat screenshot you will need to crop it. The Crop
tool helps crop and slice the image accurately using its rotate,
auto-resize and grid option. <br />
<h3>
7) Post Draft To Blog</h3>
<img alt="post draft to blog" border="0" height="126" src="http://lh5.ggpht.com/_7wsQzULWIwo/TduW39biB5I/AAAAAAAADhU/kmCG-FUxAeo/image159.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="post draft to blog" width="185" /><br />
Most
of the times you cant take your laptop to some places but what if you
needed to publish a post you had written in WLW using your Blogger
Account? <br />
The above option creates a draft post on your Blogger
Account. You can then publish that post whenever you want using any
computer connected to internet. <br />
<img alt="blogger draft post" border="0" height="46" src="http://lh4.ggpht.com/_7wsQzULWIwo/Tduj59bZhII/AAAAAAAADiA/FrH9OGK693Y/Post-draft-to-blog%5B12%5D.jpg?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="blogger draft post" width="598" /><br />
<h3>
8) Headings</h3>
<br />
<img alt="image" border="0" height="110" src="http://lh3.ggpht.com/_7wsQzULWIwo/TduW5gidudI/AAAAAAAADhc/PwW3Zdbn5co/image142.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="546" /><br />
I
have styled all my Post headings. This helps to give a more attractive
look to your blog posts and also increases pageviews. As you can see
above I am using a different style for H2 tag and different for H3 and
H5.<em></em><br />
<br />
<h3>
9) Subscript and Superscript and Text Highlighter</h3>
<img alt="image" border="0" height="105" src="http://lh5.ggpht.com/_7wsQzULWIwo/TduW6Wy4IDI/AAAAAAAADhg/4dqhqfOQbWY/image57.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="222" /><br />
<div align="justify">
This option was missing in the previous versions. A Subscript<sub><span style="color: #0080ff;"><strong>MBT</strong></span></sub><sub><strong> </strong> </sub>and a Superscript<span style="color: green;"><strong><sup>MBT</sup> </strong></span>
. The best thing I liked about these two options is that you can style
the font appearance which is something introduced for the first time in
WLW. </div>
<div align="justify">
<img alt="text highlighter" border="0" height="92" src="http://lh6.ggpht.com/_7wsQzULWIwo/Tduj6mcMqZI/AAAAAAAADiE/opR3UggIKvg/image%5B42%5D.png?imgmax=800" style="background-image: none; border-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="text highlighter" width="230" /></div>
You can also<span style="background-color: #4bacc6;"> </span><span style="background-color: yellow;"><strong>hig<span style="background-color: red;">h</span>ligh<span style="background-color: #c0504d;">t</span></strong><strong> </strong></span>a text using several different colours. <br />
<h3>
10) Better Word Count</h3>
<img alt="image" border="0" height="206" src="http://lh4.ggpht.com/_7wsQzULWIwo/TduW74dhy8I/AAAAAAAADhk/ap30_V7fhPw/image44.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="248" /><br />
This tool is important in a sense that you can <em>count the number of characters in your title</em> using it for better optimization as well as you can keep track of the length of the post written.<br />
<h3>
10) Picture Rotation</h3>
<img alt="image" border="0" height="149" src="http://lh5.ggpht.com/_7wsQzULWIwo/TduW9JMZ7dI/AAAAAAAADho/kPeYm2APs8E/image31.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: block; float: none; margin: 0px auto; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="108" /><br />
Pictures can be rotated clockwise and anticlockwise and also tilted. It helps to give an attractive look to your images.</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-51023364957157051192011-05-26T07:58:00.000+05:302011-05-26T07:58:12.165+05:30Top 10 Facebook application [Apps]<div dir="ltr" style="text-align: left;" trbidi="on">
<div align="justify">
<i>With
500 million users, Facebook has become the craze of all internet users.
It has lot of applications, which makes Facebook more addictive and
helps in earning too. On an average a Facebook user is active at least 3
applications. Based on monthly active user data, I would like to rate
the Top 10 Facebook apps. </i><a href="" name="more"></a></div>
<h3 align="justify">
1. Farm Ville: <br /><img align="left" height="191" src="https://lh5.googleusercontent.com/gmgKx-uUzOf3XyUvHW1wm-dimpGtFH4jmZHDt3-qz0UUivzhI0TOLJHgZOK3pMgNLHwPz-GJoLDv6wfpza3g7oYasptMFLX5BdECNldjKhwvMelWUw" style="display: inline; float: left;" width="250" /></h3>
<div align="justify">
Step
out in your field, choose your crop, sow your seeds, cultivate them,
sell and earn your profit. Choose right crops at right time, and some
surprising features are also available. All your friends also are in the
game as your neighbors visit their land and enjoy farming. </div>
<div align="justify">
<br /></div>
<div align="justify">
<br /></div>
<h3 align="justify">
2. City Ville: </h3>
<div align="justify">
<img align="right" height="187" src="https://lh6.googleusercontent.com/zrJYl-fU4T0VVmN7lxlDp2fMl3DXFzLviRljeZ-L30vTIke2bzT6_H_63lcMY44__fK09W_-2ZPJFv7nplL-hSwhxSCCLcsnzNy1D9n2F6QloKNV3w" style="display: inline; float: right;" width="300" /> <br />Create
your own city, appoint your friends to manage the city, build your
living spot and do things a s you do in your real life. It’s as
freakishly addictive game. It’s undoubtedly the best facebook app.</div>
<div align="justify">
<br /></div>
<div align="justify">
</div>
<h3 align="justify">
</h3>
<h3 align="justify">
3. <a href="">Bejeweled Blitz</a></h3>
<div align="justify">
<img align="left" height="200" src="https://lh6.googleusercontent.com/ADIpvlllJ33hvESL02IHGF7i7v6OKJchbDMgtDRnulg_W1B_tBtBB9_oQjDVlZKBRbUpg2Kz6XUlMQg8Zdgj8EnssQyRCESAiMvcWIhQZWWez1zOdg" style="display: inline; float: left;" width="266" /> <br />Bejeweled
is a puzzle game by PopCap Games, first developed for browsers in 2001.
Three follow-ups to this game have been released by Popcap Games. Blitz
is a one minute timed version which can be played by linking to
Facebook, or in an offline mode. More than 25 million copies of
Bejeweled has been sold and has been downloaded more than 150 million
times. </div>
<div align="justify">
<br /></div>
<h3 align="justify">
</h3>
<h3 align="justify">
4. Texas HoldEm Poker :</h3>
<div align="justify">
<img align="right" height="121" src="https://lh4.googleusercontent.com/sx9xQEH-06gI1EeyBtKMqbqYoclceiHzrKATTROnGplYPq-MRZCqwvGgfCGqsFE-ULMVOV7H6n6Tx3lDmDwRVpo3mzPFUd769zJcrNGE3BD0_85a0g" style="display: inline; float: right;" width="186" /></div>
<div align="justify">
As
a poker fan, I use this application all the time. I especially like
that this application because it allows you to see if any of your
friends or people in your network are currently playing. If you see
someone is currently playing, you can join their table and even chat
with them inside the game. One of the newest features actually allows
you to create private tables with only people you know. One of the only
drawbacks to this game is you’re only given a certain amount of chips
every day, so you can’t keep losing and reloading your chips all day.</div>
<h3 align="justify">
5. Mafia Wars Game:</h3>
<div align="justify">
<img align="left" height="200" src="https://lh6.googleusercontent.com/b9kwLWKRA1YIZwvKAKj1TGe7SZ3fD_jlayzghA6_L2wCO_tax4JduDTQjmS56Lponz9rS_Mk3l1G0cMESny89YhT3ZuKMMJAg2sfgHIHNp1LJFbTEQ" style="display: inline; float: left;" width="250" /></div>
<div align="justify">
<br /></div>
<div align="justify">
Now
here comes the Big Boys Play Toy. Mafia is a popular crime game where
you can build alliances, amass property, and fight mobs of enemies in
lust of power and deception. You can get connected with lots of other
Mafia users. It makes you busy online.</div>
<div align="justify">
<br /></div>
<div align="justify">
<br /></div>
<div align="justify">
<br /></div>
<h3 align="justify">
</h3>
<h3 align="justify">
6. Where I’ve been </h3>
<div align="justify">
<img align="right" height="171" src="https://lh3.googleusercontent.com/F2KmKhqH-xIa-75KpX68hb8tViYuwaXrm0fS-6kMj3E5XJKwHSRnatpN3Nmlll2o8PUycwQPwHYodkWmzEXotxcjd6Aa3fFxPiON8eX1lRM9crRIDw" style="display: inline; float: right;" width="250" />This
application is interesting in the fact that you can share with others
where you have visited, lived, and where you want to visit. You can
compare maps with your friends and see where they have lived and
visited. Where I’ve Been is not just limited to countries, it also has
all the US States, Canadian Provinces, and other international regions.</div>
<div align="justify">
<br /></div>
<div align="justify">
<br /></div>
<h3 align="justify">
7-<a href="">Scrabble</a>: </h3>
<div align="justify">
<br /><img align="left" height="228" src="https://lh4.googleusercontent.com/QwysvpV_spRe09heivAhxYb5o4kYPH2cZu2M2yIatCP19K2Packel3pX9ENr5dHeF46LDgBUW-_XGHAifOGgMYPsYRscj5p_nVy6G5bizlp3I2MlVQ" style="display: inline; float: left;" width="220" />Scrabble
is a word game in which two to four players score points by forming
words from individual lettered tiles on a game board marked with a
15-by-15 grid. The words are formed across and down in crossword fashion
and must appear in a standard dictionary. Official reference works
(e.g. The Official Scrabble Players Dictionary) provide a list of
permissible words. The Collins Scrabble checker can also be used to
check if a word is allowed. </div>
<div align="justify">
<br /></div>
<div align="justify">
<br /></div>
<h3>
</h3>
<h3>
8. Café World:</h3>
<img align="right" height="192" src="https://lh4.googleusercontent.com/qN3hoe3hBM4Y4VvJ54O_Xw2Ti52h4sW_I6DVjuVvrMgbqM-hPOfEyULn5-73qhbKNiS0lm6XQ4yZ9Z3Wdo2mnj-ifqFASxuZdMsBMDXYW212ValUBg" style="display: inline; float: right;" width="250" /> <br />Its
really an interesting game. Here you are the master chef. Make your own
food empire and enjoy inviting friends. You have a whole lot of dishes
to choose, gain points, move on to levels and compete with your friends.
Be the best chef and enjoy cooking.<br />
<br />
<div align="justify">
<br /></div>
<h3 align="justify">
</h3>
<h3 align="justify">
9- Flog Blog</h3>
<div align="justify">
<img align="left" height="116" src="https://lh6.googleusercontent.com/znsXEqXq-wmd_TrMoOr9sjc-nkzbKboCQi4_SM1896l18ixojrM7KS0aMxiz-iaF-XzeSfuRbrTM-sALSMbLkIAZ3ekgJVoR5gfnki2S4ZpmlPk7Lg" style="display: inline; float: left;" width="182" />If
you are a blogger and want to link your facebook profile and blog, this
is the application for you. Flog Blog allows your friends to read your
blog posts directly from your Facebook profile. Now I know you are
probably worried about it taking traffic away from your actual blog, but
don’t worry there are permalinks to your site. The great thing about
this application is whenever you make a new post it will show up in your
news feed. Flog Blog automatically updates via your RSS feed so that it
includes your most recent posts. You can completely customize this
application to display your posts exactly how you want.</div>
<h3 align="justify">
10-Status shuffle </h3>
<div align="justify">
<img align="right" height="165" src="https://lh6.googleusercontent.com/FZnNuKvBDLrQPyk-8BeW-EE94ZA9xAsuGVX4CDZjONK4ConDgajcjydnq0Kf0jDvWut23YFiRPbTHGs9CaKHzznAjf70pwJa7pMQEt3t0VtrNJd_qw" style="display: inline; float: right;" width="250" /> <br />You
can choose any status from the list, and even share your own
suggestions to see how popular they get! This is really an entertaining
application of Facebook.</div>
</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-39270653653269080392011-05-21T04:00:00.000+05:302011-05-21T04:00:11.440+05:30World's largest university for women [Princess Nora university]<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">RIYADH:
Custodian of the Two Holy Mosques King Abdullah inaugurated Sunday the
SR20-billion Princess Nora bint Abdulrahman University (PNU), 25 km east of the
Saudi capital, amid cheers of over 2,000 students and faculty members. With a
capacity to enroll about 50,000 students, the PNU is the largest women-only
university in the world and part of an ambitious education plan of the Saudi
government.</span></span></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">On arrival on
the university campus, King Abdullah was escorted by Riyadh Gov. Prince Salman
and Finance Minister Ibrahim Al-Assaf. The three boarded a university train for
a tour of the sprawling campus, which sits on a site that exceeds 800 hectares.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<i>
</i><div class="ecxMsoNormal">
<i><b><span style="color: windowtext;"><span style="font-size: medium;">"Princess Nora
University is a symbol of women's education and women's participation in the
building of this nation," said Al-Assaf while giving an overview of the campus,
which includes a medical facility, a research center and a library with about
five million books and journals.</span></span></b></i></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">"A residential
area at PNU has about 1,400 villas, and massive hostel facilities to accommodate
12,000 students," said the minister, adding that a sports city for girls is
another major attraction besides a service tunnel along the university campus.
This education facility has set up major facilities complying with environmental
guidelines, said Al-Assaf.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">To this end, he
noted that the PNU has a solid-waste treatment plant, wastewater treatment
facility, warehouses and maintenance workshops.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">The inaugural
ceremony was attended by several members of the royal family, high-ranking Saudi
officials, foreign diplomats and a large number of guests. Prominent among those
present on the occasion was Minister of Higher Education Khalid Al-Anqari.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">"The presence
of King Abdullah today and his consistent support is evidence of his keen desire
to educate and train women of this country with an aim to open all avenues for
them," said Al-Anqari.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">"King Abdullah
was greeted by a large number of our female students and faculty members," said
PNU spokeswoman Thana Algabashi.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">PNU President
Huda bint Mohammad Al-Ameel said PNU had become a major symbol of gender
equality and women's education in Saudi Arabia. She added that the university
campus has modern infrastructure facilities, including a high-tech transport
system that links all important facilities on the campus 24 hours a day. The
highlight of the transport system is an elevated railway that will facilitate
the smooth flow of traffic inside the campus.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">Taking
advantage of the energy-saving technology, the campus buildings have been
designed in a way that use sunlight as a source of light. The 40,000 square
meters of solar paneling will provide 16 percent of power for campus heating and
18 percent for air-conditioning.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">The new campus
includes a 700-bed university hospital, 15 colleges, a central library, a
conference hall, laboratories and three research centers for nanotechnology,
information technology and bioscience.</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">Speaking on
this occasion, British Ambassador Sir Tom Phillips said: "Today is an important
day and I want to pay tribute to the wisdom and leadership of Custodian of the
Two Holy Mosques King Abdullah for opening the new campus of the university,
which makes it the largest women’s university in the world. The creation of the
magnificent campus demonstrates the commitment of the Saudi government to extend
educational opportunity to Saudi society."</span></span></div>
<div class="ecxMsoNormal">
<br /></div>
<div class="ecxMsoNormal">
<span style="color: windowtext;"><span style="font-size: medium;">The British
envoy added that "the UK is immensely proud of the academic links which unite
our two kingdoms." He said that such collaborations in the field of education
benefit students in both countries. There is also the excellent English language
teaching being provided by the British Council in Jeddah, Al-Khobar and Riyadh,
he noted.</span></span></div>
</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-1968764998633889502011-05-21T03:10:00.000+05:302011-05-21T03:10:12.228+05:30List of winners: 58th National Film Awards<div dir="ltr" style="text-align: left;" trbidi="on">
<h1>
<u><span style="font-size: large;">58th National Film Awards announced</span></u></h1>
<h1>
<i><span style="font-size: medium;">List of winners: 58th National Film Awards</span></i></h1>
<span style="font-size: medium;"><b>New Delhi:</b> The prestigious National Film Awards were announced
on Thursday. The jury members submitted the list of awardees to the
Union Minister of Information & Broadcasting Ambika Soni. The
feature films jury was headed by JP Dutta and the non-feature films jury
was headed by AK Bir and Best Writing on Cinema jury was headed by
Ashok Vajpeyi.
</span><br />
<span style="font-size: medium;">Here's the complete list of winners at the 58th National Film Awards: </span><br />
<a name='more'></a><span style="font-size: medium;"><strong>Best Film</strong>: 'Adaminte Makan Abu' <br />
<br />
<strong>Best Hindi Feature Film</strong>: Do Dooni Chaar<br />
<strong><br />Best 'Wholesome Entertainer of the Year'</strong> : Dabangg<br />
<strong><br />Best Sports Film National Award:</strong> 'Boxing Ladies' <br />
<br />
<strong>Best sci & tech film</strong>: Heart to Heart <br />
<br />
<strong>Best film on social issues</strong>: Champions<br />
<br />
<strong>Best English film</strong> - Memories in March<br />
<br />
<strong>Best Art & Culture Film</strong>: Leaving Home (Indian Ocean Film)<br />
<br />
<strong>Best Marathi Film</strong>: Mana Ayi Vacha<br />
<br />
<strong>Best Kannada Film</strong>: Putukarna Highway<br />
<br />
<strong>Best Children’s Film</strong>: Hejjegalu <br />
<br />
<strong>Best Investigative Film</strong>: K R Manoj's 'A Pestering Journey' on Endosulfan victims<br />
<br />
<strong>Best special effects</strong>: - Enthiran, Robot<br />
<br />
<strong>Best Actor:</strong> Salim Kumar for Adaminte Makan Abu and Dhanush for Aadukalam<br />
<br />
<strong>Best actress</strong>: Marathi actress Mitalee Jagtap Paradhar and Tamil actress Saranya<br />
<br />
<strong>Best director</strong>: Vetrimaaran for 'Aadukalam'<br />
<br />
<strong>Best supporting actress:</strong> Malayalam actress Sukumari <br />
<br />
<strong>Best Male Playback Singe</strong>r: Suresh Wadkar<br />
<br />
<strong>Best Female Playback Singer</strong>: Rekha Bhardwaj for Ishqiya<br />
<br />
<strong>Best Music:</strong> Vishal Bharadwaj for Ishqiya <br />
<br />
<strong>Best audiography location sound recordist</strong>: Kamod Karade (Ishqiya)<br />
<br />
<strong>Best re-recordist of the final mixed track</strong>: Debajit Changmai<br />
<br />
<strong>Best cinematographer</strong>: Madhu Ambattu has won award for Adaminte Makan Abu.<br />
<br />
<strong>Best production design</strong>: Sabu Cyril for Enthiran<br />
<br />
<strong>Special jury award</strong>: Mee Sindhutai Sakpal</span><br />
<span style="color: #cc0000; font-size: medium;"><br />
</span><br />
<b>BEST FEATURE FILM:</b> <i>Adaminte Makan Abu</i> (Malayalam)
<br />
Producer: Salim Ahamed
<br />
Director: Salim Ahamed
<br />
Swarna Kamal and Rs 2,50,000
<br />
For a simple yet evocative articulation of humanist values that
frees matters of faith from the constrictions of narrow parochialism.
The concerns of Abu, son of Adam, are timeless and universal in their
scope.<br />
<br />
<b>INDIRA GANDHI AWARD FOR BEST DEBUT FILM OF A DIRECTOR:</b> <i>Baboo Band Baaja</i> (Marathi)
<br />
Producer: Nita Jadhav
<br />
Director: Rajesh Pinjani
<br />
Swarna Kamal and Rs 1,25,000
<br />
For a riveting tale of a father reluctant to educate his son, a
mother who fiercely believes in its liberatory value, and the son who is
caught in the crossfire, 'Baboo' is an outstanding debut project by
director.<br />
<br />
<b>AWARD FOR BEST POPULAR FILM PROVIDING WHOLESOME ENTERTAINMENT:</b> <i>Dabangg</i> (Hindi)
<br />
Producer: Arbaaz Khan, Malaika Arora Khan and Dhilin Mehta
<br />
Director: Abhinav Singh Kashyap
<br />
Swarna Kamal and Rs 2,00,000
<br />
Answers the need of cinegoers for entertainment rooted in Indian soil.<br />
<br />
<b>NARGIS DUTT AWARD FOR BEST FEATURE FILM ON NATIONAL INTEGRATION:</b> <i>Moner Manush</i> (Bengali)
<br />
Producer: Gautam Kundu
<br />
Director: Goutam Ghose
<br />
Rajat Kamal and Rs 1,50,000
<br />
For celebrating the union of the human spirit through the life and song of Sufi poets in the Baul tradition.<br />
<br />
<b>BEST FILM ON SOCIAL ISSUES:</b> <i>Champions</i> (Marathi)
<br />
Producer: Aishwarya Narkar
<br />
Director: Ramesh More
<br />
Rajat Kamal and Rs 1,50,000
<br />
In a world of deprivation, the thirst for an education surpasses
the hunger for food amongst two young brothers fending for each other
and their mother.<br />
<br />
<b>BEST FILM ON ENVIRONMENT CONSERVATION/PRESERVATION:</b> <i>Bettada Jeeva</i> (Kannada)
<br />
Producer: Basantkumar Patil
<br />
Director: P Sheshadri
<br />
Rajat Kamal and Rs 1,50,000
<br />
An old couple steeped in the soil of their environment yearn for
the return of their son while nurturing the growth of their young
plantation against all odds.<br />
<br />
<b>BEST CHILDREN'S FILM:</b> <i>Hejjegalu</i> (Kannada)
<br />
Producer: Basantkumar Patil
<br />
Director: PR Ramadas Naidu
<br />
Swarna Kamal and Rs 1,50,000
<br />
A little girl cheerfully takes on the challenge to preserve the fabric of her family.<br />
<br />
<b>BEST DIRECTION:</b> Vetrimaran for <i>Aadukalam</i> (Tamil)
<br />
Swarna Kamal and Rs 2,50,000
<br />
For a gritty tale of love, jealousy and betrayal in the midst of bloodsport and violence, in the manner of realistic cinema.<br />
<br />
<b>BEST ACTOR:</b> Dhanush for <i>Aadukalam</i> (Tamil) and Salim Kumar for <i>Adaminte Makan Abu </i>(Malayalam)
<br />
Rajat Kamal and Rs 50,000
<br />
Two riveting performances that fuse character and actor into one:
To Dhanush for the raw, nuanced portrayal of a cocky young man who
learns lessons about life the hard way. To Salim for a deep, restrained
performance of a simple man with an unshakeable belief in his quest for
salvation.<br />
<br />
<b>BEST ACTRESS:</b> Mitalee Jagtap Varadkar for <i>Baboo Band Baaja</i> (Marathi) and Saranya Ponvannan for <i>Thenmerkku Paruvakkatru</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
The picture of two mothers whose concern for bettering the lives
of their children in the face of untold hardship: As a mother who
strives to realise through her son her dreams of a better future. As a
fiercely combative single mother who shields her son to the point of
sacrifice.<br />
<br />
<b>BEST SUPPORTING ACTOR:</b> J Thambi Ramaiah for <i>Mynaa</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For a heart-warming performance as a policeman who discovers his humanity in the process of capturing an escaped fugitive.<br />
<br />
<b>BEST SUPPORTING ACTRESS:</b> Sukumari for <i>Namma Gramam</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For a sensitive portrayal of an aged widow who challenges orthodoxy when restrictions are placed upon her widowed granddaughter.<br />
<br />
<b>BEST CHILD ARTIST:</b> Harsh Mayar for <i>I am Kalam</i> (Hindi), Shantanu Ranganekar and Machindra Gadkar for <i>Champions</i> (Marathi) and Vivek Chabukswar for <i>Baboo Band Baaja</i> (Marathi)
<br />
Rajat Kamal and Rs 50,000 (Shared)
<br />
Four actors for expressing with charm and heartbreak the world of
the child: For performing with bright, shining eyes and an urchin
smile, the razor sharp spirit of a survivor who dreams of excelling. For
two brothers bonded by blood and responsibility battling for survival
in the underbelly of a heartless city. For capturing the indomitable
spirit of a young village boy who is hungry to learn in an environment
that closes all doors on him.<br />
<br />
<b>BEST MALE PLAYBACK SINGER:</b> Suresh Wadkar for <i>Mee Sindhutai Sapkal</i> (Marathi)
<br />
Rajat Kamal and Rs 50,000
<br />
For rendering soulful lyrics in a resonant voice soaked in emotion with a purity of musical expression and spiritual empathy.<br />
<br />
<b>BEST FEMALE PLAYBACK SINGER:</b> Rekha Bhardwaj for <i>Ishqiya</i> (Hindi)
<br />
Rajat Kamal and Rs 50,000
<br />
For a sensual and evocative rendering of a heart longing for the beloved.<br />
<br />
<b>BEST CINEMATOGRAPHY:</b> Madhu Ambat for <i>Adaminte Makan Abu</i> (Malayalam)
<br />
Rajat Kamal and Rs 50,000
<br />
For the visual poetry that augments and reinforces the concern of
the narrative and for unfolding the infinite vistas of nascent digital
technology in the visual medium.<br />
<br />
<b>BEST SCREENPLAY:</b> (Original): Vetrimaran for <i>Aadukalam</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For its kaleidoscopic variety that uses realism, tradition and contemporaneity, soaked in local flavour on an infinite canvas.<br />
<br />
<b>BEST SCREENPLAY:</b> (Adapted): Anant Mahadevan and Sanjay Pawar for <i>Mee Sindhutai Sapkal</i> (Marathi)
<br />
Rajat Kamal and Rs 50,000
<br />
For retaining the concerns and values of a biographical account
while translating it into the cinematic medium and honouring the essence
of the original.<br />
<br />
<b>BEST SCREENPLAY:</b> (Dialogues): Sanjay Pawar for <i>Mee Sindhutai Sapkal</i> (Marathi)
<br />
Rajat Kamal and Rs 50,000
<br />
For bringing to life the textures of various characters through articulating their emotion and thought process.<br />
<br />
<b>BEST AUDIOGRAPHY:</b> Kaamod Kharade (Location Sound Recordist) for <i>Ishqiya</i> (Hindi)
<br />
Rajat Kamal and Rs 50,000
<br />
For capturing the soft nuances and variations of the artists' voices and location ambience in a sensorial manner.<br />
<br />
<b>BEST AUDIOGRAPHY:</b> Subhadeep Sengupta (Sound Designer) for <i>Chitrasutram</i> (Malayalam)
<br />
Rajat Kamal and Rs 50,000
<br />
For the use of various sound effects along with existing ambience to impart a subliminal experience in this abstract work.<br />
<br />
<b>BEST AUDIOGRAPHY:</b> Debajit Changmai (Re-recordist of the final mixed track) for <i>Ishqiya</i> (Hindi)
<br />
Rajat Kamal and Rs 50,000
<br />
For merging voices, location ambience, background music and other
sound effects to create a near-tactile experience that is both real and
artistic.<br />
<br />
<b>BEST EDITING:</b> TE Kishore for <i>Aadukalam</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For the subliminal impact created by the use of montage so as to
bring to the fore thematic concerns of the narrative in a holistic
manner.<br />
<br />
<b>BEST PRODUCTION DESIGN:</b> Sabu Cyril for <i>Enthiran</i> (Tamil)
<br />
Rajat Kamal Rs 50,000
<br />
For the style and finesse realised in the creation of a set
design that is coherent with the futuristic visual style of the
narrative.<br />
<br />
<b>BEST COSTUME DESIGNER:</b> Indrans Jayan for <i>Namma Gramam</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For realising effectively the texture of a period in the history of modern India through miniscule attention to detailing.<br />
<br />
<b>BEST MAKE-UP ARTIST:</b> Vikram Gaikwad for <i>Moner Manush</i> (Bengali)
<br />
Rajat Kamal and Rs 50,000
<br />
For the admirable detailing and remarkable consistency achieved in the etching of the characters across an extensive time span.<br />
<br />
<b>BEST MUSIC DIRECTION (Songs):</b> Vishal Bhardwaj for <i>Ishqiya</i> (Hindi)
<br />
Rajat Kamal and Rs 50,000
<br />
For blending rustic flavour with the Indian classical tradition<br />
<br />
<b>BEST MUSIC DIRECTION (Background Score):</b> Issak Thomas Kottakapally for <i>Adaminte Makan Abu</i> (Malayalam)
<br />
Rajat Kamal and Rs 50,000
<br />
For minimalistic use of appropriate background score to nurture the essence of the narrative.<br />
<br />
<b>BEST LYRICS:</b> Vairamuthu for <i>Thenmerkku Paruvakkatru</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For giving a meaningful expression to the narrative through contextual amplification of the emotion.<br />
<br />
<b>SPECIAL JURY AWARD:</b> <i>Mee Sindhutai Sapkal</i> (Marathi)
<br />
Producer: Bindiya and Sachin Khanolkar
<br />
Director: Anant Narayan Mahadevan
<br />
Rajat Kamal and Rs 2,00,000
<br />
For a powerful cinematic presentation of an epic journey of a
living character, an abandoned woman who refused to become a victim and
in the process not only transformed her own life but also the lives of
many others.<br />
<br />
<b>BEST SPECIAL EFFECTS:</b> V Srinivas M Mohan for <i>Enthiran</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For bringing of age a spectrum of visual special effects in
Indian cinema and creating a space for the practitioners of this art
form on the global map.<br />
<br />
<br />
<b>BEST CHOREOGRAPHY:</b> Dinesh Kumar for <i>Aadukalam</i> (Tamil)
<br />
Rajat Kamal and Rs 50,000
<br />
For the native charm and innovative design in the art of choreography that creates an effervescent energy in the spectator.<br />
<br />
<b>BEST FEATURE FILM IN EACH OF THE LANGUAGE SPECIFIED IN THE SCHEDULE VIII OF THE CONSTITUTION </b><br />
<b> </b>
<br />
<b>BEST ASSAMESE FILM:</b> <i>Jetuka Patar Dare</i>
<br />
Producer: Md. Noorul Sultan
<br />
Director: Jadumoni Dutta Rajat Kamal
<br />
Rs 1,00,000
<br />
For a heart-warming portrayal of the rural landscape with an
emphasis on the need for self-reliance in the process of development.<br />
<br />
<b>BEST BENGALI FILM:</b> <i>Ami Aadu </i>
<br />
Producer: New Theatres Pvt. Ltd
<br />
Director: Sonmath Gupta Rajat Kamal
<br />
Rs 1,00,000
<br />
For the subtle portrayal of an endearing love story in the time
of cultural conflicts. It is a sincere attempt to present the personal
tragedy of the emigrant commoner caught in the crossfire of
international wars.<br />
<br />
<b>BEST HINDI FILM:</b> <i>Do Dooni Char</i>
<br />
Producer: Arindam Chaudhuri
<br />
Director: Habib Faisal
<br />
Rajat Kamal and Rs 1,00,000
<br />
Each For an entertaining narrative that brings to the fore the
struggle of a school teacher who is torn between maintaining his
integrity and the lure of a little more comfort.<br />
<br />
<b>BEST KANNADA FILM:</b> <i>Puttakkana Highway</i>
<br />
Producer: Shylaja Nag and Prakash Raj
<br />
Director: B Suresha
<br />
Rajat Kamal and Rs 1,00,000
<br />
For a persuasive articulation of a topical social issue where in
the name of development, land is appropriated and people are displaced
as a consequence.<br />
<br />
<b>BEST MALAYALAM FILM:</b> <i>Veettilekkulla Vazhi</i>
<br />
Producer: BC Joshi
<br />
Director: Dr Biju
<br />
Rajat Kamal and Rs 1,00,000
<br />
For narrating the story of a doctor who overcomes personal loss
to journey through an unfamiliar landscape to fulfil a promise to a
dying mother and in the process finds a personal salvation.<br />
<br />
<b>BEST MARATHI FILM:</b> <i>Mala Aai Vhhaychay</i>
<br />
Producer: Samruddhi Porey
<br />
Director: Samruddhi Porey
<br />
Rajat Kamal and Rs 1,00,000
<br />
For an emotional presentation of the story of a surrogate mother who is torn between love and sacrifice for the child.<br />
<br />
<b>BEST TAMIL FILM:</b> <i>Thenmerkku Paruvakkatru</i>
<br />
Producer: Shibu Isaac
<br />
Director: Seenu Ramasamy
<br />
Rajat Kamal and Rs 1,00,000
<br />
Each For an emotive articulation of the combative spirit of a mother for whom her son's happiness is paramount.<br />
<br />
<b>BEST ENGLISH FILM:</b> <i>Memories in March</i>
<br />
Producer: Shrikant Mohta
<br />
Director: Sanjoy Nag
<br />
Rajat Kamal and Rs 1,00,000
<br />
For the effective exploration of a bereaved mother's coming to terms with the fact of her son's sexual identity.<br />
<br />
<b>SPECIAL MENTION:</b> <i>Bettada Jeeva</i> (Kannada)
<br />
Late Shivaram Karanth
<br />
Certificate only
<br />
For an industry that has steadfastly refused to acknowledge and
reward its creative fountainhead - the creator of its stories - the
citation acknowledges a literary giant, the late Dr. Shivaram Karanth.
The citation also acknowledges his valuable association with the world
of Indian cinema.<br />
<br />
<b>SPECIAL MENTION:</b> <i>Aadukalam</i> (Tamil)
<br />
VIS Jayaraman
<br />
Certificate only
<br />
With a face carved out of teak and leather, the patriarch of a
cock-fighting clan stands like a colossus, even when he feels his power
and authority ebbing through his fingers.<br />
<br />
<b>NON-FEATURE FILMS</b>
<br />
<b>BEST NON-FEATURE FILM:</b> <i>Germ</i> (Hindi)
<br />
Producer: Satyajit Ray Film & Television Institute, Kolkata
<br />
Director: Snehal R Nair
<br />
Swarna Kamal and Rs 1,50,000
<br />
Through abstract visualization and endearing black & white
tones, the film depicts the human existence, afflicted by cancer, in a
very sublime and somber tone. Along with the perception and growth, from
child to youth and by the curious collection of thrown passport
photographs, the film maker presents the changing perspective of the
vision of the modern growing world in a very engaging manner.<br />
<br />
<b>BEST DEBUT NON-FEATURE FILM OF A DIRECTOR:</b> <i>Pistulya</i> (Marathi & Telugu)
<br />
Producer: Nagraj Manjule
<br />
Director: Nagraj Manjule
<br />
Rajat Kamal Rs 75,000
<br />
It is a delightful exposition of the poignant life of a
poverty-stricken child, who nurtures a dream of embracing the source of
learning through education, with simplicity and fluency. The director
portrays the spirit of adventure of the child, through fine
performances.<br />
<br />
<b>BEST ETHNOGRAPHIC FILM:</b> <i>Songs of Mashangva</i> (Tangkhul, Manipuri & English)
<br />
Producer: Oinam Doren
<br />
Director: Oinam Doren
<br />
Rajat Kamal and Rs 50,000
<br />
An insightful foray into the complex and layered life of a 'song'
and all that it carries within it for a community. It inquires into the
shared critical history of a community in the specific context of an
overarching missionary presence and how it has affected their lives. The
jury appreciates it for the courageous, yet poetic exploration of the
subject from the ethnographic perspective.<br />
<br />
<b>BEST BIOGRAPHICAL FILM:</b> <i>Nilamadhaba </i>(English)
<br />
Producer: Films Division
<br />
Director: Dilip Patnaik
<br />
Rajat Kamal and Rs 50,000
<br />
An intimate portrayal of the inimitable Sunanda Pattanaik, whose
life is inseparable from contemporary Indian classical music. The film
explores the inner spirit of the artist through evocative moments,
pregnant with visual passages.<br />
<br />
<b>BEST ARTS AND CULTURE FILM:</b> <i>Leaving Home</i> (English & Hindi)
<br />
Producer: Jaideep Varma
<br />
Director: Jaideep Varma
<br />
Rajat Kamal Rs 50,000
<br />
It is an emotive and enthralling exposition of the passion and
dedication of a group, bound by the spirit of music, who transcend the
commercial boundary to embrace their original creative flair. Without
compromising, the group led to the adventure with courage and guts. The
film maker has journeyed through this adventure with dramatic
sensibility and compassion.<br />
<br />
<b>BEST SCIENCE & TECHNOLOGY FILM:</b> <i>Heart to Heart</i> (Manipuri & English)
<br />
Producer: Rotary Club of Imphal
<br />
Director: Bachaspatimayum Sunzu
<br />
Rajat Kamal and Rs 50,000
<br />
A very well constructed reality with an engaging dramatic
sensibility, that depicts the grimness of natural health maladies. It
guides the viewer through emotions and playful spirit of the child. With
the help of medical science, it enlightens the viewer with awareness of
Congenital Heart Defect and its promising treatment.<br />
<br />
<b>BEST PROMOTIONAL FILM:</b> <i>Ek Ropa Dhan</i> (Hindi)
<br />
Producer: Meghnath Bhattacharjee
<br />
Director: Biju Toppo and Meghnath Bhattacharjee
<br />
Rajat Kamal and Rs 50,000
<br />
A succinct and well researched film looking closely at an
innovation applied effectively in the farming of rice. The film engages
successfully with the issue and makes a strong case for the promotion of
the practice called Ek Ropa Dhan.<br />
<br />
<b>BEST ENVIRONMENT FILM:</b> <i>Iron is Hot</i> (English)
<br />
Producer: Meghnath Bhattacharjee
<br />
Director: Biju Toppo and Meghnath Bhattacharjee
<br />
Rajat Kamal and Rs 50,000
<br />
The film is well documented with a forthright exposition of the
grievous impact of pollution due to sponge iron industry on the
inhabitants dwelling around that area. With clarity and veracity, the
film maker is able to express empathy and concern on the acute
prevailing problem over human existence.<br />
<br />
<b>BEST FILM ON SOCIAL ISSUES:</b> <i>Understanding Trafficking</i> (Bengali, Hindi & English)
<br />
Producer: Cinemawoman
<br />
Director: Ananya Chakraborti
<br />
Rajat Kamal and Rs 50,000
<br />
To cross the line of limit, becomes an issue of indifference.
Along this line, the documentary projects the serious social issue of
human trafficking in a very thought provoking manner through stark and
gravitating images. It airs an intriguing atmosphere of concerns through
dramatised and realistic imageries.<br />
<br />
<b>BEST EDUCATIONAL FILM:</b> <i>Advaitham </i> (Telugu)
<br />
Producer: K Vijaypal Reddy
<br />
Director: Pradeep Maadugula
<br />
Rajat Kamal and Rs 50,000
<br />
The documentary exposes the human apathy of class difference
through casteism in a very evoking and natural style. Through fun-filled
situations and distressing moments, the director portrays the anguished
and tragic aspects of casteism effecting human value and relationship.<br />
<br />
<b>BEST FILM ON SPORTS:</b> <i>Boxing Ladies</i> (Hindi)
<br />
Producer: Satyajit Ray Film & Television Institute, Kolkata
<br />
Director: Anusha Nandakumar
<br />
Rajat Kamal and Rs 50,000
<br />
A sensitive portrayal of young aspiring talents in a country
where sports as passion/ profession comes up against heavy social odds
and family biases. The jury applauds the film for the restrained and
elevating treatment of a crucial subject underlining the silent dignity
of the characters involved.<br />
<br />
<b>BEST INVESTIGATIVE FILM:</b> <i>A Pestering Journey</i> (Malayalam, Punjabi, Hindi, English & Tulu)
<br />
Producer: Ranjini Krishnan
<br />
Director: KR Manoj
<br />
Rajat Kamal Rs 50,000
<br />
The pet detective in a reverse act, an emotive documentary
exposing not only stories of cruel impact of pest control on human
health but also arrests out attention to a more fundamental question -
who is a pest?<br />
<br />
<b>SPECIAL JURY AWARD:</b> <i>Kabira Khada Bazaar Mein</i> (Hindi)
<br />
Producer: Srishti School of Art, Design & Technology, Bangalore
<br />
Director: Shabnam Virmani
<br />
Rajat Kamal and Rs 1,00,000
<br />
An insightful film that introduces us to the various cults that
have grown around Kabir, the mystic weaver and saint. It explores the
nuances of India's argumentative tradition as exemplified by Kabir's
dohas and traces the eventful journey of one man caught in an Orwellion
dilemma as he is elevated to the status of a cult leader, torn between
the inevitable trappings of hierarchy that run paradoxical to the simple
philosophy of Kabir.<br />
<br />
<b>SHORT FICTION FILM:</b> <i>Kal 15 August Dukan Band Rahegi</i> (Hindi)
<br />
Producer: Film & Television Institute of India, Pune
<br />
Director: Prateek Vats
<br />
Rajat Kamal and Rs 50,000
<br />
With energy and vigour, the documentary records very interesting
images of a group of young students, who are trying to relate, with
ideology of freedom and the stifling authoritarian reality. In the
process, the life is entangled with intrigues and doubts.<br />
<br />
<b>BEST FILM ON FAMILY VALUES:</b> <i>Love in India </i>(Bengali & English)
<br />
Producer: Overdose
<br />
Director: Kaushik Mukherjee
<br />
Rajat Kamal and Rs 50,000
<br />
Explores and deconstructs the traditional and orthodox landscapes
of love, sexuality and conjugal relationships and the dynamics of
emerging sexual politics and value systems in contemporary India with
clarity and insight laced with subtle humour.<br />
<br />
<b>BEST DIRECTION:</b> <i>Shyam Raat Seher </i>(Hindi & Engish)
<br />
Director: Arunima Sharma
<br />
Swarna Kamal and Rs 1,50,000
<br />
Intelligent articulation of a shared urban angst in a powerful
cinematic style and well constructed mise-en-scene. The maturity of the
director is reflected in the balanced approach to all the elements that
blend to create an impression in the viewers mind.<br />
<br />
<b>BEST CINEMATOGRAPHY:</b> <i>Shyam Raat Seher</i> (Hindi & English)
<br />
Cameraman: Murali G
<br />
Laboratory: Film Lab
<br />
Rajat Kamal and Rs 50,000
<br />
Imaginative yet minimal, a balanced and evocative cinematography
creates a character out of a city night atmosphere, setting the space
and mood for the living characters in their journey beyond the real,
nearing mythical.<br />
<br />
<b>BEST AUDIOGRAPHY:</b> Harikumar Madhavan Nair (Re-recordist - final mixed track) for <i>A Pestering Journey</i> (Malayalam, Punjabi, Hindi English and Tulu)
<br />
Rajat Kamal and Rs 50,000
<br />
Does one hear the cry of the pest? In between the sound of the
real and evoking music, the ensuing silence tells us the stories beyond.<br />
<br />
<b>BEST EDITING:</b> Tinni Mitra for <i>Germ</i> (Hindi)
<br />
Rajat Kamal and Rs 50,000
<br />
The abstract visualization and endearing black &white tones
are very effectively punctuated with fine editing, and in the process it
maintains a very subtle and flowing rhythm and pace to carry forward
the cinematic work.<br />
<br />
<b>BEST NARRATION: (for Writing the Narration):</b> Nilanjan Bhattacharya for Johar: Welcome to Our World (Hindi and English)
<br />
Rajat Kamal and Rs 50,000
<br />
A seamless powerful narrative about the symbiotic intricate
relationship, the tribals of Jharkhand have with their forests and their
struggle for existence against mindless aggressive development and
flawed conservation policies, told with empathy and sincerity.<br />
<br />
<b>SPECIAL MENTION:</b> <i>Ottayal (One Woman Alone)</i> (Malayalam)
<br />
Director: Shiny Jacob Benjamin
<br />
It is a heart warming portrayal of the woman Dayabai, who trades
along a challenging path in quest of truth. The director, delves into
the spirit of the woman to understand the theology of liberation, with
sincerity and intelligence<br />
<br />
<b>SPECIAL MENTION:</b> <i>The Zeliangrongs</i> (Manipuri & English)
<br />
Director: Ronel Haobam
<br />
It is a well researched endeavour to reflect a composite group of
ethnic communities of common origin and socio-cultural back-ground,
which highlights the rich cultural heritage and the tribes' traditional
way of life, which is on the brink of extinction.<br />
<br />
<b>SPECIAL MENTION:</b> <i>Pistulya</i> (Marathi & Telugu)
<br />
Child Artist: Suraj Pawar
<br />
Under distressing situation and harsh reality, Pistulya, the
child protagonist, displays the authenticity with vibrant and emotive
expression.<br />
<br />
<b>BEST WRITING ON CINEMA</b>
<br />
<b>BEST BOOK ON CINEMA:</b> <i>From Rajahs and Yogis to Gandhi and Beyond: Images of India in International Films of the Twentieth Century</i> (English) Publisher: Seagull Books
<br />
Author: Vijaya Mulay
<br />
Swarna Kamal and Rs 75,000
<br />
Here is a work of rigorous film scholarship which took the author
to many lands and consumed many years of her life. Written in a clear
lucid style, the book evokes a panoramic view of India that perhaps was
through the eyes of several filmmakers of foreign origin. What adds an
extra dimension to the book is the author's narration of her own life in
films even as she is engaged in telling the larger events on and off
screen.<br />
<br />
<b>SPECIAL MENTION:</b> <i>Cinema Bhojpuri </i>(English)
<br />
Publisher: Penguin Books India Ltd
<br />
Author: Avijit Ghosh
<br />
Certificate
<br />
Often dismissed as a poor cousin of mainstream Hindi cinema,
Bhojpuri cinema, however has many interesting cultural strains that
Avijit Ghosh has laid bare. Any one conversant with life in North Bihar
and East Uttar Pradesh, or in many lands far beyond, would recognize the
importance of this 'subaltern' effort.<br />
<br />
<b>SPECIAL MENTION:</b> <i>Thiraicheelai</i> (Tamil)
<br />
Publisher: Trisakti Sundar Raman
<br />
Author: Oviyar Jeeva Certificate
<br />
This book is a sincere attempt to analyse important developments
in Tamil films. It also provides an insight into the classics of world
cinema, highlighting their aesthetic values.<br />
<br />
<b>BEST FILM CRITIC:</b> Joshy Joseph (English)
<br />
Swarna Kamal and Rs 37,500
<br />
Joshy Joseph, essentially a filmmaker, proves to be an important
critic as well, as he goes about writing on the most serious aspects of
medium with wry humour and a lightness of touch that is difficult not to
notice. His commitment to the documentary in particular sets him apart
from many of those writing on cinema in this country.<br />
<br />
<b>BEST FILM CRITIC:</b> N Manu Chakravarthy (Kannada & English)
<br />
Swarna Kamal and Rs 37,500
<br />
Professor Chakravarthy's writings on film and related arts are
replete with profound insights into the human condition as well as the
need for serious discourse on socio-cultural matters. His writings
reveal the authority with which he can discuss the cinemas of the world,
particularly his own Kannada cinema.</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-58743577817517369982011-05-17T11:15:00.000+05:302011-05-17T11:15:08.774+05:30Top 10 heart attack triggers<div dir="ltr" style="text-align: left;" trbidi="on">
<ol style="color: #134f5c; text-align: left;">
<li><b><i><span style="font-size: small;"> Traffic
exposure triggers about 8 percent of heart attacks among those who are
vulnerable, and it can affect you if you're a driver, a passenger, or even a
bicyclist riding along the road.</span></i></b></li>
<li><b><i><span style="font-size: small;"> People who are sedentary most of the
time, and then suddenly engage in heavy-duty physical activity, are most at
risk. The best protection against this is to regularly engage in exercising.</span></i></b></li>
<li><b><i><span style="font-size: small;">Too much alcohol can increase
inflammation and interfere with your body's ability to dissolve blood clots,
putting your heart at risk.</span></i></b></li>
<li><b><i><span style="font-size: small;">Smog, vehicle exhaust, and other
polluting particles emitted by vehicles and other sources of air pollution,
combine to form a potent, but silent, killer.</span></i></b></li>
<li><b><i><span style="font-size: small;">Both intense positive (extreme
happiness, excitement, joy etc.) and intense negative emotions (depression,
grief, anger etc.) can stress the heart.</span></i></b></li>
<li><b><i><span style="font-size: small;">A number of studies have proven that a
person's risk of heart attack greatly increases with the number of cigarettes he
or she smokes. There is no safe amount of smoking. Smokers continue to increase
their risk of heart attack the longer they smoke.</span></i></b></li>
<li><b><i><span style="font-size: small;">Stress is a normal part of life. But
if left unmanaged, stress can lead to emotional, psychological, and even
physical problems, including heart disease and high blood pressure.</span></i></b></li>
<li><b><i><span style="font-size: small;">Taking illicit drugs such as cocaine
and marijuana has been linked to constriction of blood vessels leading to heart
damage or stroke, irregular heartbeat, and death.</span></i></b></li>
<li><b><i><span style="font-size: small;">Being overweight or obese can raise
your risk for heart disease and heart attack because it increases the odds of
getting blood cholesterol and triglyceride levels, high blood pressure, and
diabetes.</span></i></b></li>
<li><b><i><span style="font-size: small;">Inactive people are nearly twice as
likely to develop heart disease as those who are active.</span></i></b></li>
</ol>
</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-80353771509955545682011-05-16T21:13:00.003+05:302011-06-07T14:29:27.063+05:30Top 10 Most Essential iPad 2 accessories<div dir="ltr" style="text-align: left;" trbidi="on">
<h2 class="ReadMsgSubject" style="color: #0b5394; font-family: "Courier New",Courier,monospace;">
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" width="640" /><span style="font-size: large;">Top ten iPad 2 accessories</span></h2>
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<span style="font-size: small;"><u><span style="color: #741b47; font-size: large;"><b>1.Apple Smart Cover</b></span></u><br /><i><br />When Apple announced the iPad 2, it was the revolutionary magnetic Smart Cover that attracted the most attention. All one has to do is flip it on the iPad screen, it automatically aligns itself. It can be folded into a stand for watching videos or for typing. It's made of a special fabric, which cleans the iPad display while covering it. It has redefined the cool quotient for iPad cases.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: Rs. 2100 (Poly-urethane), Rs. 3800 (leather) </b></i><br /><br /><u style="color: #741b47;"><span style="font-size: large;"><b>2.Logitech Keyboard case for iPad 2</b></span></u><br /><i><br />For those who find the standard Apple Bluetooth keyboard too boring, the Logitech Keyboard supports the iPad 2 in both portrait and landscape modes and doubles as a slick case, protecting the iPad. It also pairs effortlessly through Bluetooth while charging over USB.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: $99.00 </b></i></span></div>
<a name='more'></a><span style="font-size: small;"><span style="font-size: large;"><u style="color: #741b47;"><b>3.CoulVue Backseat mount</b></u></span><br /><br /><i>Many users buy the iPad as a portable video player. The perfect place for it? Your car! The CoulVue Backseat mount enables the iPad to be mounted on any standard car seat headrest. At the same time it leaves wiggle room for the device to be rotated or pivoted in different directions.<b> </b></i></span><br />
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<span style="font-size: small;"><i><b>Price: $79.99</b></i></span><br />
<span style="font-size: small;"><i><b> </b> </i><b><br /><u style="color: #741b47;"><span style="font-size: large;">4.Apogee Jam</span></u></b><br /><br /><i>The Apogee Jam is a recording tool meant for the musician on the go. It provides a studio quality instrument interface for the iPad through which one can connect a guitar. It has been designed especially for GarageBand (Though it works with other DAW software's like Amplitube too), which means you'd be hard-pressed to find a better audio interface for the iPad.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: $99.00 </b></i><span style="color: #741b47; font-size: large;"><u><b></b></u></span></span><br />
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<span style="font-size: small;"><span style="color: #741b47; font-size: large;"><u><b>5.Belkin Bluetooth Music Receiver</b></u></span><br /><br /><i>Even though the iPad has an inbuilt iPod it is not the most portable Mp3 player. With the Belkin Bluetooth music receiver, you can stream music directly to your speakers. The music receiver connects to a speaker through a standard 3.5 mm jack and seamlessly streams the audio through Bluetooth. It can also remember up-to six different profiles at the same time.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: $49.99 </b></i><br /><br /><u style="color: #741b47;"><span style="font-size: large;"><b>6.Lightboard for iPad</b></span></u><br /><br /><i>Art-inlined users were quick to see the iPad's potential for drawing. Aside from the professional utilities, kids can use it for drawing too. The Griffin Lightboard case provides a nice base for the iPad on which kids can scribble while providing a protective covering for the screen and a stylus. This particular case has been designed to work with the Lightboard tracing app for children.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: $40.00 </b></i><br /><br /><u><span style="color: #741b47; font-size: large;"><b>7.Apple camera connection kit</b></span></u><br /><br /><i>When the iPad was originally launched the omission of a dedicated USB port was seen as its ‘Achilles heel'. The camera connection kit does not free you from Apple's nightmarish iTunes sync, but it does allow you to transfer images in a jiffy, either directly through USB or the memory card. Given that no other Android powered tablet has been unable to nail a seamless USB experience, the inclusion of the Apple camera kit for iPad users has to count for something.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: $39.99 </b></i></span><br />
<span style="font-size: small;"><i><b> </b></i><br /><span style="color: #741b47; font-size: large;"><u><b>8.AirPrint enabled printers</b></u></span><br /><i><br />With iOS 4.2 Apple brought in support for AirPrint, which supported wireless printing through a legion of HP, Epson and Cannon printers. The HP Photosmart series and the Epson Stylus series of printers come to the fore as they support AirPrint and don't cost a bomb. AirPrint does require syncing or emailing documents. Just click on the Air print icon, which pops up, and voila!<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: Starts at $100</b></i><br /><br /><u><span style="color: #741b47; font-size: large;"><b>9.Digital AV adaptor</b></span></u><br /><br /><i>The Digital AV adaptor allows iPad users to view all their content on their HDTV while at the same time mirroring the content on the iPad. The digital AV adaptor also allows for simultaneous charging. Another advantage - while playing games like Real Racing HD 2, the iPad can be used as the secondary screen as you play on TV.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: Rs. 1100 </b></i><br /><br /><u style="color: #741b47;"><span style="font-size: large;"><b>10.BoseQuiet Comfort 3</b></span></u><br /><i><br />One of our pet peeves with iPad has always been the omission of headphones. Bose Quiet Comfort 3 are simply one the best sounding headphones we have come across and provide a balanced sound suited for all genres of music. They are also one of the most comfortable headphones around with the only glitch being its price.<b> </b></i></span></div>
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<span style="font-size: small;"><i><b>Price: Rs. 22,388</b></i></span></div>
</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-79716905246263631072011-05-16T14:47:00.000+05:302011-05-16T14:47:05.699+05:30Top 10 Most Expensive Accidents in History<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-size: large;"><b>These are the Top Ten Most Expensive Accidents in History:</b></span></div>
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<i><span style="font-size: small;">Throughout history, humans have always been prone to accidents. Some, such as the exotic car crashes seen on this page, can be very expensive. But that's trivial compared to the truly expensive accidents. An accident is defined as "an undesirable or unfortunate happening that occurs unintentionally and usually results in harm, injury, damage, or loss". Our aim is to list the top 10 most expensive accidents in the history of the world as measured in dollars.</span></i><br />
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<span style="font-size: small;"><i>This includes property damage and expenses incurred related to the accident such as cleanup and industry losses. Many of these accidents involve casualties which obviously cannot be measured in dollar terms. Each life lost is priceless and is not factored into the equation. Deliberate actions such as war or terrorism and natural disasters do not qualify as accidents and therefore are not included in this list. <br />
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<b><span style="font-size: small;">#10. Titanic:</span></b><br />
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<b><span style="font-size: small;">$150 Million</span></b></div>
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The sinking of the Titanic is possibly the most famous accident in the world. But it barely makes our list of top 10 most expensive. On April 15, 1912, the Titanic sank on its maiden voyage and was considered to be the most luxurious ocean liner ever built. Over 1,500 people lost their lives when the ship ran into an iceberg and sunk in frigid waters. The ship cost $7 million to build ($150 million in today's dollars). </div>
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<b>#9. Tanker Truck vs Bridge </b><br />
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<b>$358 Million</b></div>
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On August 26, 2004, a car collided with a tanker truck containing 32,000 liters of fuel on the Wiehltal Bridge in Germany. The tanker crashed through the guardrail and fell 90 feet off the A4 Autobahn resulting in a huge explosion and fire which destroyed the load-bearing ability of the bridge. Temporary repairs cost $40 million and the cost to replace the bridge is estimated at $318 Million.<br />
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<b>#8. MetroLink Crash </b><br />
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<b>$500 Million</b></div>
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On September 12, 2008, in what was one of the worst train crashes in California history, 25 people were killed when a Metrolink commuter train crashed head-on into a Union Pacific freight train in Los Angeles. It is thought that the Metrolink train may have run through a red signal while the conductor was busy text messaging. Wrongful death lawsuits are expected to cause $500 million in losses for Metrolink. </div>
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<b>#7. B-2 Bomber Crash </b><br />
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<b>$1.4 Billion</b></div>
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Here we have our first billion dollar accident (and we're only #7 on the list). This B-2 stealth bomber crashed shortly after taking off from an air base in Guam on February 23, 2008. Investigators blamed distorted data in the flight control computers caused by moisture in the system. This resulted in the aircraft making a sudden nose-up move which made the B-2 stall and crash. This was 1 of only 21 ever built and was the most expensive aviation accident in history. Both pilots were able to eject to safety. </div>
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The crash was captured on video. It shows one B-2 Bomber successfully taking off followed by the B-2 Bomber which crashes. The crash starts at 2:00</div>
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<b>#6. Exxon Valdez </b><br />
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<b>$2.5 Billion</b></div>
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The Exxon Valdez oil spill was not a large one in relation to the world's biggest oil spills, but it was a costly one due to the remote location of Prince William Sound (accessible only by helicopter and boat). On March 24, 1989, 10.8 million gallons of oil was spilled when the ship's master, Joseph Hazelwood, left the controls and the ship crashed into a Reef. The cleanup cost Exxon $2.5 billion. </div>
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<b>#5. Piper Alpha Oil Rig </b><br />
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<b>$3.4 Billion</b></div>
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The world's worst off-shore oil disaster. At one time, it was the world's single largest oil producer, spewing out 317,000 barrels of oil per day.. On July 6, 1988, as part of routine maintenance, technicians removed and checked safety valves which were essential in preventing dangerous build-up of liquid gas. There were 100 identical safety valves which were checked. Unfortunately, the technicians made a mistake and forgot to replace one of them. At 10 PM that same night, a technician pressed a start button for the liquid gas pumps and the world's most expensive oil rig accident was set in motion. </div>
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Within 2 hours, the 300 foot platform was engulfed in flames. It eventually collapsed, killing 167 workers and resulting in $3.4 Billion in damages.<br />
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<b>#4. Challenger Explosion </b><br />
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<b>$5.5 Billion</b></div>
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The Space Shuttle Challenger was destroyed 73 seconds after takeoff due on January 28, 1986 due to a faulty O-ring. It failed to seal one of the joints, allowing pressurized gas to reach the outside. This in turn caused the external tank to dump its payload of liquid hydrogen causing a massive explosion. The cost of replacing the Space Shuttle was $2 billion in 1986 ($4.5 billion in today's dollars). The cost of investigation, problem correction, and replacement of lost equipment cost $450 million from 1986-1987 ($1 Billion in today's dollars).<br />
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<b>#3. Prestige Oil Spill </b><br />
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<b>$12 Billion</b></div>
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On November 13, 2002, the Prestige oil tanker was carrying 77,000 tons of heavy fuel oil when one of its twelve tanks burst during a storm off Galicia, Spain. Fearing that the ship would sink, the captain called for help from Spanish rescue workers, expecting them to take the ship into harbour. However, pressure from local authorities forced the captain to steer the ship away from the coast. The captain tried to get help from the French and Portuguese authorities, but they too ordered the ship away from their shores. The storm eventually took its toll on the ship resulting in the tanker splitting in half and releasing 20 million gallons oil into the sea. </div>
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According to a report by the Pontevedra Economist Board, the total cleanup cost $12 billion.<br />
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<b>#2. Space Shuttle Columbia </b><br />
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<b>$13 Billion</b></div>
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The Space Shuttle Columbia was the first space worthy shuttle in NASA's orbital fleet. It was destroyed during re-entry over Texas on February 1, 2003 after a hole was punctured in one of the wings during launch 16 days earlier. The original cost of the shuttle was $2 Billion in 1978. That comes out to $6.3 Billion in today's dollars. $500 million was spent on the investigation, making it the costliest aircraft accident investigation in history. The search and recovery of debris cost $300 million. </div>
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In the end, the total cost of the accident (not including replacement of the shuttle) came out to $13 Billion according to the American Institute of Aeronautics and Astronautics.<br />
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<b>#1. Chernobyl </b><br />
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<b>$200 Billion</b></div>
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On April 26, 1986, the world witnessed the costliest accident in history. The Chernobyl disaster has been called the biggest socio-economic catastrophe in peacetime history. 50% of the area of Ukraine is in some way contaminated. Over 200,000 people had to be evacuated and resettled while 1.7 million people were directly affected by the disaster. The death toll attributed to Chernobyl, including people who died from cancer years later, is estimated at 125,000. The total costs including cleanup, resettlement, and compensation to victims has been estimated to be roughly $200 Billion. The cost of a new steel shelter for the Chernobyl nuclear plant will cost $2 billion alone. The accident was officially attributed to power plant operators who violated plant procedures and were ignorant of the safety requirements needed. </div>
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</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-58935449654341103202011-05-16T14:34:00.000+05:302011-05-17T08:09:52.328+05:30Top 10 Best Android Cell Phones in 2011<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-size: small;"><b>10. Google Nexus one:</b><br /><br />Though Nexus One was released a long time ago but still it makes his way to the top ten android based smartphones. It runs Android 2.1(éclair) and what makes it best is its extended features and unique designed and of course users acceptance. <br /><b>Specification: </b>CPU: 1 GHz Scorpion processor, Adreno 200 GPU, Qualcomm QSD8250 Snapdragon chipset <br />Display: AMOLED capacitive touch screen, 16M colors, 480 x 800 pixels, 3.7 inche <br />Memory: 512MB RAM, 512MB ROM, Extended memory upto 32GB <br />Battery Time: upto 290 hours with10 hours of talktime.<br /><br /><b>9. HTC Desire:</b><br /><br />Another brilliant smartphone by HTC. Although it bears a strong resemblance to Nexus One but it has many other strong features that makes it more desirable samrtphone. It runs the Android 2.2 (froyo) OS and has 5mp camera. <br /><b>Specification:</b> CPU: 1 GHz Scorpion processor, Adreno 200 GPU, Qualcomm QSD8250 Snapdragon chipset <br />Display: AMOLED or SLCD capacitive touchscreen, 16M colors, 480 x 800 pixels, 3.7 inches <br />Memory: 576 MB RAM; 512 MB ROM, extended memory upto 32 GB <br />Battery Time: 340 hours and 7 hours of talktime<br /><br /><b>8. HTC Droid Incredible:</b><br /><br />Well HTC smartphones has always been at the top of the leading smartphones list and why is that because they have always satisfied their users with their unique features. HTC Droid Incredible is one of the HTC’s best android based smartphone. It features Android 2.1 (éclair) operating system and 8mp autofocus camera with other important features as follows. <br /><b>Specification:</b> CPU: 1 GHz Scorpion processor, Adreno 200 GPU, Qualcomm QSD8650 Snapdragon chipset <br />Display: AMOLED capacitive touchscreen, 16M colors, 480 x 800 pixels, 3.7 inches <br />Memory: 8 GB storage, with 32 Gb memory card option. <br />Battery Time: upto 146 hours with 5 hours talktime.<br /><br /><b>7. Samsung Epic 4g:</b><br /><br />Samsung Epic is the one fastest smartphones and it has also dominated HTC recently but failed to make an impact over Motorola who is currently leading the whole market. Samsung Epic contains the Android 2.1(éclair) operating system and has many other power packed features that will rock the user. <br /><b>Specification:</b> CPU: 1 GHz ARM Cortex-A8 processor, PowerVR SGX540 GPU, Hummingbird chipset <br />Display: Super AMOLED capacitive touchscreen, 16M colors, 480 x 800 pixels, 4.0 inches <br />Memory: 512 MB RAM, 512 MB ROM, upto 32gb extended microSD option <br />Battery Time: upto 300h with 6 hours talktime. <br /><br /><b>6. HTC EVO shift 4G:</b><br /><br />Another glory set but HTC called EVO shift. This smartphone is another one of the most wanted smartphones in the world. It contains Android 2.2 (froyo) with 5mp camera and huge storage option. <br /><b>Specification: </b>CPU: 800 MHz Scorpion processor, Adreno 205 GPU, Qualcomm MSM7630 Snapdragon chipset <br />Display: TFT capacitive touchscreen, 65K colors, 480 x 800 pixels, 3.6 inches <br />Memory: 512 MB RAM / 2048 MB ROM, 2GB in external memory included upto 32 GB <br />Battery Time: upto 146 hours with 6 hours talktime.<br /><br /><b>5. Motorola Droid X:</b><br /><br />Another blockbuster in the smartphones market, Motorola Droid X is a perfect competitor in the leading smartphones list and contains the Android 2.1 (Éclair) operating system and 8mp camera. <br /><b>Specification:</b> CPU: 1 GHz Cortex-A8 processor, ; PowerVR SGX530 GPU, TI OMAP 3630-1000 chipset <br />Display: TFT capacitive touchscreen, 16M colors, 480 x 854 pixels, 4.3 inches. <br />Memory: 6.5 GB storage, 512 MB RAM, 16 Gb included <br />Battery Time: upto 220 hours with 8 hours talktime.<br /><br /><b>4. HTC Thunderbolt:</b><br /><br />The master of the android based smartphone HTC delivered yet another super bomb smartphone with Android 2.2 (froyo) OS that has won many users heart. But this phone has faced tough competition with other smartphones so currently it stands at no.4. <br /><b>Specification: </b><br />CPU: 1GHz Scorpion processor, Adreno 205 GPU, Qualcomm MSM8655 Snapdragon <br />Display: TFT capacitive touchscreen, 16M colors, 480 x 800 pixels, 4.3 inches <br />Memory: 8GB storage, 768 MB RAM, with external memory option upto 32GB. <br />Battery Time: unknown.<br /><br /><b>3. Sony Ericsson Xperia Play:</b><br /><br />Those who want a “play station” along with other features like phone and internet can now find all these things in Sony Ericsson Xperia Play. This uniquely designed set has all the power packed specs and features the brand new operating system Android 2.3 (Gingerbird) and so it is ranked 3rd in the list. <br /><b>Specification: </b><br />CPU: 1GHz Scorpion processor, Adreno 205 GPU, Qualcomm MSM8255 Snapdragon <br />Display: LED-backlit LCD, capacitive touchscreen, 16M colors, 480 x 854 pixels, 4.0 inches <br />Memory: 400 MB, 512 MB RAM with 8Gb microSD. Memory extendable to 32Gb. <br />Battery Time: 425 hours with 8 hours of talktime.<br /><br /><b>2. Samsung Galaxy S 4G:</b><br /><br />Samsung has delivered one of the best smartphones in the world. But it has fell just short to Motorola Atrix. However this Android based smartphone is still good enough to be ranked at no.2. <br /><b>Specification: </b><br />CPU: 1GHz ARM Cortex A8, PowerVR SGX540 GPU, Hummingbird chipset <br />Display: Super AMOLED capacitive touchscreen, 16M colors, 480 x 800 pixels, 4.0 inches <br />Memory: 1GB ROM, 512 MB RAM including 16GB microSD memory card. <br />Battery Time: 300 hours with 7 hours talktime.<br /><br /><b>1. Motorola Atrix 4G:</b><br /><br />Motorola Atrix is currently leading the list of best Android smartphones. It has a beautiful sleek design and 5mp camera. It is also known as mini laptop because it features dual core processor and 2.2 Android OS. <br /><b>Specification: </b><br />CPU: Dual Core 1GHz ARM Cortex-A9 proccessor, ULP GeForce GPU, Tegra 2 chipset. <br />Display: TFT capacitive touchscreen, 16M colors, 540 x 960 pixels, 4.0 inches <br />Memory: 16 GB storage, 1 GB RAM, external memory up to 32GB. <br />Battery Time: Up to 250 hours and 9 hours talktime. <br /><br /></span></div>
</div>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-2138855673652777881.post-2498019854943904132011-05-07T08:10:00.000+05:302011-05-17T08:09:52.329+05:30Top 7 major skin diseases<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-size: small;"><span style="color: windowtext;"></span></span><span style="font-size: small;">Following are the common skin problems which are found in everywhere. First here find the name of the problem and then search remedies for it.</span></div>
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<span style="font-size: small;"><span style="color: windowtext;"><b>Acne:</b></span></span><i><span style="font-size: small;"><span style="color: windowtext;"> Acne is due to over activity and
plugging of the oil glands. The main underlying cause of acne is increased
levels of hormones during adolescence.</span><span style="color: windowtext;"> </span></span></i></div>
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<b><span style="font-size: small;"><span style="color: windowtext;">Athlete's foot :</span></span></b><i><span style="font-size: small;"><span style="color: windowtext;"> Athlete's foot is a
fungal infection of the foot, and is called so as it is commonly seen in the
feet of athletes.</span><span style="color: windowtext;"> </span></span></i></div>
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<b><span style="font-size: small;"><span style="color: windowtext;">Boils:</span></span></b><i><span style="font-size: small;"><span style="color: windowtext;"> Boils are painful, pus-filled
bumps that form under the skin. It usually appears suddenly as a painful pink or
red bump about 1/2 inch in diameter.</span><span style="color: windowtext;"> </span></span></i></div>
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<b><span style="font-size: small;"><span style="color: windowtext;">Shingles (herpes zoster):</span></span></b><i><span style="font-size: small;"><span style="color: windowtext;"> Shingles is
a skin rash caused by the same virus that causes chickenpox. It starts as small
blisters on a red base, with new blisters continuing to form for 3-5 days.</span><span style="color: windowtext;"> </span></span></i></div>
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<b><span style="font-size: small;"><span style="color: windowtext;">Vitiligo:</span></span></b><i><span style="font-size: small;"><span style="color: windowtext;"> Vitiligo, also known as
leucoderma, is a relatively common skin disorder, in which white spots or
patches appear on the skin caused by the destruction or weakening of the pigment
cells.</span><span style="color: windowtext;"> </span></span></i></div>
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<span style="font-size: small;"><span style="color: windowtext;"><b>Moles:</b></span></span><i><span style="font-size: small;"><span style="color: windowtext;"> Moles are usually harmless
collections of pigmented cells called melanocytes on the skin. These can also be
present in more obscure locations such as the scalp, under the nails, in the
armpits and around the genitals.</span><span style="color: windowtext;"> </span></span></i></div>
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<b><span style="font-size: small;"><span style="color: windowtext;">Warts:</span></span></b><i><span style="font-size: small;"><span style="color: windowtext;"> Warts are skin growths caused
by a viral infection in the top layer of the skin. Viruses that cause warts are
called human papillomavirus (HPV).</span></span></i></div>
</div>Unknownnoreply@blogger.com0