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https://issues.apache.org/jira/browse/MADLIB-1084?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16366039#comment-16366039
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Nandish Jayaram commented on MADLIB-1084:
-----------------------------------------

Consider one of the earlier papers: 
[http://ilpubs.stanford.edu:8090/422/1/1999-66.pdf]

I have not read it in detail, but it looks like just changing the random jump 
probability distribution in current PageRank implementation should do the 
trick. The current PageRank implementation assumes a uniform distribution for 
it. Again, we will have to read the paper carefully to see if my statement 
above is indeed correct.

> Graph - Personalized PageRank
> -----------------------------
>
>                 Key: MADLIB-1084
>                 URL: https://issues.apache.org/jira/browse/MADLIB-1084
>             Project: Apache MADlib
>          Issue Type: New Feature
>          Components: Module: Graph
>            Reporter: Frank McQuillan
>            Assignee: Himanshu Pandey
>            Priority: Major
>             Fix For: v1.14
>
>
> Personalized PageRank which is a variant of regular PageRank.
> Please refer to  
> [http://madlib.apache.org/docs/latest/group__grp__pagerank.html] as a 
> starting point.
> Reference:
>  Neighborhood Formation and Anomaly Detection in Bipartite Graphs
>  [http://www.cs.cmu.edu/~deepay/mywww/papers/icdm05.pdf]



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