File:PageRanks-Example.svg

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Description Numeric examples of PageRank values in a small graph with a damping factor of 0.85. The exact solution is:

\mathbf{R} =
\begin{bmatrix}
PR(A)\\
PR(B)\\
\vdots\\
PR(K)
\end{bmatrix}
=
\dfrac{1}{579662461}\cdot
\begin{pmatrix}
19002201\\
222822800\\
198772220\\
22657320\\
46886400\\
22657320\\
9372840\\
9372840\\
9372840\\
9372840\\
9372840
\end{pmatrix}
\approx
\begin{pmatrix}
0,03278149\\
0,38440095\\
0,34291029\\
0,03908709\\
0,08088569\\
0,03908709\\
0,01616948\\
0,01616948\\
0,01616948\\
0,01616948\\
0,01616948
\end{pmatrix}

And here’s the solution for any arbitrary damping factor d:


\mathbf{R_d} =
\begin{bmatrix}
PR_d(A)\\
PR_d(B)\\
\vdots\\
PR_d(K)
\end{bmatrix}
=\left(\dfrac{1}{(d+1)\cdot(7\,d^4+28\,d^2+12\,d-132)}\right)\cdot
\begin{bmatrix}
\left( {d}+1 \right)  \left( 7\,{{d}}^{3}+6\,{d}+12\right)  \left( {d}-1 \right)\\
-9\,{{d}}^{3}-18\,{{d}}^{2}-46\,{d}-12\\
-11\,{{d}}^{4}-12\,{d}-12-18\,{{d}}^{3}-32\,{{d}}^{2}\\
2\, \left( {d}+1 \right) \left( 7\,{{d}}^{2}+2\,{d}+6 \right)  \left( {d}-1 \right)\\
12\, \left( {d}+1 \right) \left( 4\,{{d}}^{2}-3\,{d}-1\right)\\
2\, \left( {d}+1 \right) \left( 7\,{{d}}^{2}+2\,{d}+6 \right)  \left( {d}-1 \right)\\
-2\, \left( {d}+1 \right) \left( -6+{{d}}^{2} \right) \left( {d}-1 \right)\\
-2\, \left( {d}+1 \right) \left( -6+{{d}}^{2} \right) \left( {d}-1 \right)\\
-2\, \left( {d}+1 \right) \left( -6+{{d}}^{2} \right) \left( {d}-1 \right)\\
-2\, \left( {d}+1 \right) \left( -6+{{d}}^{2} \right) \left( {d}-1 \right)\\
-2\, \left( {d}+1 \right) \left( -6+{{d}}^{2} \right) \left( {d}-1 \right)
\end{bmatrix}
Date 2007-11-25, 2008-01-29
Source en:Image:PageRanks-Example.jpg. Inspired in File:PageRank-hi-res.png.
Author en:User:345Kai, User:Stannered
Permission
(Reusing this file)
PD-icon.svg This work has been released into the public domain by its author, 345Kai at the English Wikipedia project. This applies worldwide.

In case this is not legally possible:
345Kai grants anyone the right to use this work for any purpose, without any conditions, unless such conditions are required by law.


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Other versions

en:Image:PageRanks-Example.jpg, stricter copy of original image

File history

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Date/TimeThumbnailDimensionsUserComment
current16:17, 8 July 2009Thumbnail for version as of 16:17, 8 July 2009758 × 611 (33 KB)Frakturfreund (talk | contribs) (Added the procent sign for clarity after a discussion in the german wikipedia.)
00:19, 29 January 2008Thumbnail for version as of 00:19, 29 January 2008758 × 611 (33 KB)Stannered (talk | contribs) ({{Information |Description=Numeric examples of PageRanks in a small system. |Source=en:Image:PageRanks-Example.jpg |Date=2007-11-25, 2008-01-29 |Author=en:User:345Kai, User:Stannered |Permission={{PD-user-en|345Kai}} |other_versions=[[:en:Im)

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