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Web-Trec 9 and Link Popularity
About the using of Link Popularity in Web Track 9 datasets. [PDF format]
trec.nist.gov
Information on the algorithm, how to increase PageRank, what diminishes it and how to distribute PageRank within a website.
pr.efactory.de
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 algorithms.
www10.org
PageRank U.S. Patent 6,285,999
Lawrence Page's PageRank Patent.
patft.uspto.gov
DiscoWeb: Discovering Web Communities Via Link Analysis
This paper describes a prototype system, later known as the Teoma Search Engine. It performs a Link Analysis, loosely based on the Kleimberg method, and computed at query time.
www.cs.rutgers.edu
The PageRank Citation Ranking: Bringing Order to the Web
First Stanford paper about PageRank. It is a static ranking, performed at indexing time, which interprets a link from page A to page B as a vote, by page A, for page B. Web is seen as a direct graph and votes recursively propagate from nodes to nodes. Ranking is performed at indexing time. Used by Google.dbpubs.stanford.edu
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.
www2003.org
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. (PDF)
www.stanford.edu
Postscript-format slides which introduces citation importance ranking by Larry Page, Google's founder.
www-db.stanford.edu
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.
gatekeeper.dec.com
The World’s Largest Matrix Computation
"Google's PageRank is an eigenvector of a matrix of order 2.7 billion"
www.mathworks.com
Extrapolation Methods for Accelerating PageRank Computations
A paper about the computation of PageRank using the standard Power Method and the new Quadratic Extrapolation which computes the principal eigenvector of the Markov matrix representing the Web link graph with an increased speed up of about 50-300%. (PDF)
www.stanford.edu
Integrates ODP data in PageRank calculation for performing query time probabilistic ranking.
www2002.org
PageRank Calculation with Lossy Encoding
Lossy encoding for large scale PageRank calculation. (PDF)
www-db.stanford.edu
WWW2003 - Scaling Personalized Web Search
Presentation paper. Link Popularity algorithms biased according to a user-specified set of given interesting pages. (PDF)
www2003.org