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Information Retrieval
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The Anatomy of a Large-Scale Hypertextual Web Search Engine
(Popularity:
)
http://www-db.stanford.edu/~backrub/google.html
The definitive paper by Sergey Brin and Lawrence Page describing PageRank, the algorithm that was later incorporated into the Google ...
PageRank as a Random Walk
(Popularity:
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http://www8.org/w8-papers/2c-search-discover/measuring/measuring.html
A general framework for measuring the quality of an index and providing the background on the PageRank and Random Walks. ...
PageRank Computation Methods
(Popularity:
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http://www2002.org/CDROM/poster/173.pdf
A poster paper by Stanford db group which describes iterative methods for calculating PageRank. [PDF format]
What is this Page Known for? Computing Web Page Reputations,
(Popularity:
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http://www.cs.ualberta.ca/~drafiei/papers/www9.ps
PageRank and Hub and Authority generalization based on the topic of Web Pages. Definition of a model where a surfer ...
Authoritative Sources in a Hyperlinked Environment
(Popularity:
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http://www.cs.cornell.edu/home/kleinber/auth.pdf
HITs is a link-structure analysis algorithm which ranks pages by "authorities" (pages which have many incoming links and provide the ...
The Clever Project
(Popularity:
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http://www.almaden.ibm.com/cs/k53/clever.html
The CLEVER search engine incorporates several algorithms that make use of hyperlink structure for discovering information on the Web. It ...
SALSA: The Stochastic Approach for Link-Structure Analysis
(Popularity:
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http://www.cs.technion.ac.il/~moran/r/PS/lm-feb01.ps
A focused search algorithm (SALSA) based on Markov chains. It starts with a query on a broad topic, discards useless ...
The Intelligent Surfer: Probabilistic Combination of Link and Content Information in PageRank
(Popularity:
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http://www.cs.washington.edu/homes/pedrod/papers/nips01b.pdf
This method uses query dependent importance scores and a probabilistic approach to improve upon PageRank. It pre-computes importance scores offline ...
Web Page Scoring Systems for Horizontal and Vertical Search
(Popularity:
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http://www2002.org/CDROM/refereed/629/
"Random Surfer" model extension. At each step of traversal of the Web graph, the surfer can jump to a random ...
Improvement to Clever Algorithm
(Popularity:
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http://www2002.org/CDROM/poster/171.pdf
A Kleimberg's algorithm improvement. [PDF format]
PageRank: A Circuital Analysis
(Popularity:
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http://www2002.org/CDROM/poster/165.pdf
It shows some theoretical results for understanding the distribution of the score in the Web according to PageRank. Seven golden ...
Improvement of HITS-based Algorithms on Web Documents
(Popularity:
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http://www2002.org/CDROM/refereed/643/
It proposes a new weighted HITS-based method that assigns appropriate weights to in-links of root documents and combines content analysis ...
Probabilistic Combination of Content and Links
(Popularity:
)
http://research.microsoft.com/copyright/accept.asp?path=http://research.microsoft.com/~sdumais/SIGIR2001-LinksRevisedSubmitted.pdf&pub=ACM
It introduces a probabilistic model that integrates link topology (used to identify important pages), anchor text (used to augment the ...
The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity
(Popularity:
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http://www.cs.cmu.edu/~cohn/papers/nips00.pdf
This paper describes a joint probabilistic model for modeling the contents and inter-connectivity of document collections such as sets of ...
Scaling Personalized Web Search
(Popularity:
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http://dbpubs.stanford.edu:8090/pub/2002-12
Link Popularity algorithms biased according to a user-specified set of given interesting pages.
Web-Trec 8 and PageRank
(Popularity:
)
http://trec.nist.gov/pubs/trec8/papers/acsys.pdf
About the using of PageRank in Web Track 8 "large" and "small" datasets. [PDF format]
Web-Trec 9 and Link Popularity
(Popularity:
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http://trec.nist.gov/pubs/trec9/papers/unine9.pdf
About the using of Link Popularity in Web Track 9 datasets. [PDF format]
PageRank Calculation Techniques
(Popularity:
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http://dbpubs.stanford.edu:8090/pub/1999-31
Describes efficient techniques for computing PageRank.
PageRank Calculation with Lossy Encoding
(Popularity:
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http://dbpubs.stanford.edu:8090/pub/2002-58
Lossy encoding for large scale PageRank calculation.
Topic -Sensitive Page Rank
(Popularity:
)
http://dbpubs.stanford.edu:8090/pub/2002-6
Integrates ODP data in PageRank calculation for performing query time probabilistic ranking.
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