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The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity
This paper describes a joint probabilistic model for modeling the contents and inter-connectivity of document collections such as sets of web pages or research paper archives.
http://www.cs.cmu.edu/~cohn/papers/nips00.pdf
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Web-Trec 8 and PageRank
About the using of PageRank in Web Track 8 "large" and "small" datasets.
http://trec.nist.gov/pubs/trec8/papers/acsys.pdf
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Web-Trec 9 and Link Popularity
About the using of Link Popularity in Web Track 9 datasets.
http://trec.nist.gov/pubs/trec9/papers/unine9.pdf
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Survey on Google's PageRank
Information on the algorithm, how to increase PageRank, what diminishes it and how to distribute PageRank within a website.
http://pr.efactory.de/
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Finding Authorities and Hubs From Link Structures on the World Wide Web
A survey on PageRank, Hits and SALSA. It also describes two Bayesian statistical algorithms for ranking of hyperlinked documents and the concepts of monotonicity and locality, as well as various concepts of distance and similarity between ranking algorit
http://www10.org/cdrom/papers/314/
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PageRank U.S. Patent 6,285,999
Lawrence Page's PageRank Patent.
http://patft.uspto.gov/netacgi/nph-Parser?patentnumber=6285999
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Adaptive On-Line Page Importance Computation
A good explanation about the convergence of various algorithms. This paper also describes an adaptive and on-line algorithm for computing the page importance. It can be used for focus crawling as well as for search engine's ranking.
http://www2003.org/cdrom/papers/refereed/p007/p7-abiteboul.html
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The EigenTrust Algorithm for Reputation Management in P2P Networks
An eingenvalues algorithm for calculating reputation in P2P networks and isolating malicious peers. There is a relationship with PageRank algorithm.
http://www.stanford.edu/~sdkamvar/papers/eigentrust.pdf
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Larry Page Describes PageRank
Postscript-format slides which introduces citation importance ranking by Larry Page, Google's founder.
http://www-db.stanford.edu/~backrub/pageranksub.ps
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Improved Algorithms for Topic Distillation in Hyperlinked Environments
Given a typical user query to find quality documents related to the query topic. It uses an Hits variation.
http://gatekeeper.dec.com/pub/DEC/SRC/publications/monika/sigir98.pdf
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