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The document introduces PageRank, an algorithm developed by Larry Page for ranking web pages. It discusses the motivation for developing PageRank to bring order to the unstructured web. It provides an overview of how PageRank models the random surfing behavior of users to determine the importance of pages based on both the number and quality of backlinks. It also summarizes some implementations and applications of PageRank, as well as limitations and areas for further refinement.

Economia e finanças Educação Tecnologia

The PageRank Citation Ranking: Bringing Order to the Web Larry Page etc. Stanford University Presented by Guoqiang Su & Wei Li

Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Motivation ,[object Object],[object Object],[object Object]

Related Work ,[object Object],[object Object],[object Object],[object Object]

Backlink ,[object Object],[object Object]

PageRank ,[object Object],[object Object],[object Object]

Rank Sink ,[object Object],[object Object]

Escape Term ,[object Object],[object Object],[object Object],[object Object]

Computing PageRank ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Random Surfer Model ,[object Object],[object Object]

Implementation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Implementation (Con't) ,[object Object],[object Object],[object Object],[object Object],[object Object]

Convergence Properties ,[object Object],[object Object],[object Object]

Convergence Properties (con't) ,[object Object]

Personalized PageRank ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Applications I ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Applications II - Ranking Proxy ,[object Object],[object Object],[object Object]

Issues ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Conclusion ,[object Object],[object Object],[object Object],[object Object]

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1. The PageRank Citation Ranking: Bringing Order to the Web Larry Page etc. Stanford University Presented by Guoqiang Su & Wei Li

10.

11.

12.

13.

14.

15.

16.

17.

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20. Evaluation I

21. Evaluation II

22.

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