See this document in CiteSeerX!

The Intelligent Surfer: Probabilistic Combination of Link and Content Information in PageRank (2002)  (Make Corrections)  (38 citations)
Matthew Richardson, Pedro Domingos
Advances in Neural Information Processing Systems 14



  Home/Search   Context   Related

 
View or download:
washington.edu/homes/m...qdpagerank.ps
Cached:  PS.gz  PS  PDF   Image  Update  Help

From:  washington.edu/homes/m...research (more)
Homepages:  M.Richardson  P.Domingos
  

Rate this article: (best)
  Comment on this article  
(Enter summary)

Abstract: The PageRank algorithm, used in the Google search engine, greatly improves the results of Web search by taking into account the link structure of the Web. PageRank assigns to a page a score proportional to the number of times a random surfer would visit that page, if it surfed indefinitely from page to page, following all outlinks from a page with equal probability. We propose to improve PageRank by using a more intelligent surfer, one that is guided by a probabilistic model of the relevance of ... (Update)

Cited by:   More
Topic-Specific Scoring of Documents for . . . - Buntine, Löfström, Perttu..   (Correct)
Three-Level Caching for Efficient Query Processing in Large Web .. - Long, Suel (2005)   (Correct)
Static Ranking of Web Pages, and Related Ideas - Buntine (2005)   (Correct)

Active bibliography (related documents):   More   All
0.1:   The Intelligent Surfer: - Probabilistic Combination Of   (Correct)
0.1:   The Intelligent Surfer: Probabilistic Combination of Link.. - Richardson, Domingos (2002)   (Correct)
0.1:   Extrapolation Methods for Accelerating PageRank.. - Kamvar, Haveliwala.. (2003)   (Correct)

Similar documents based on text:   More   All
1.4:   Adaptive Methods for the Computation of PageRank - Kamvar, Haveliwala, Golub (2003)   (Correct)
1.1:   PageRank: A Circuital Analysis - Bianchini, Gori, Scarselli (2002)   (Correct)
0.9:   Topic-Sensitive PageRank - Haveliwala (2002)   (Correct)

Related documents from co-citation:   More   All
25:   Topic-sensitive PageRank - Haveliwala - 2002
25:   Authoritative sources in a hyperlinked environment - Kleinberg - 1997
22:   The PageRank citation ranking: Bringing order to the Web - Page, Brin et al.

BibTeX entry:   (Update)

Matthew Richardson and Pedro Domingos. The Intelligent Surfer: Probabilistic Combination of Link and Content Information in PageRank, volume 14. MIT Press, Cambridge, MA, 2002 (To appear). http://citeseer.ist.psu.edu/article/richardson02intelligent.html   More

@inproceedings{ mr+pd:pagerank,
    author = "Mathew Richardson and Pedro Domingos",
    title = "{T}he {I}ntelligent {S}urfer: 
                 {P}robabilistic {C}ombination of {L}ink and {C}ontent
                 {I}nformation in {P}age{R}ank",
    booktitle = "Advances in Neural Information Processing Systems 14",
    publisher = "MIT Press",
    year = 2002,
    url = "citeseer.ist.psu.edu/article/richardson02intelligent.html",
    url = "www.cs.washington.edu/homes/mattr/research.htm",
    url = "citeseer.nj.nec.com/460350.html" }
Citations (may not include all citations):
1256   Introduction to Modern Information Retrieval (context) - Salton, McGill - 1983
744   Matrix Computations (context) - Golub, Van Loan - 1996
641   The anatomy of a large-scale hypertextual Web search engine - Brin, Page - 1998
576   Authoritative sources in a hyperlinked environment - Kleinberg - 1998
344   The PageRank citation ranking: Bringing order to the web - Page, Brin et al. - 1998
217   Human Behavior and the Principle of Least Effort (context) - Zipf - 1949
163   Improved algorithms for topic distillation in a hyperlinked .. - Bharat, Henzinger - 1998
154   Automatic resource compilation by analyzing hyperlink struct.. - Chakrabarti, Dom et al. - 1998
64   WebBase: a repository of web pages - Hirai, Raghaven et al. - 1999
57   The missing link - a probabilistic model of document content.. - Cohn, Hofmann - 2001
26   Efficient computation of PageRank - Haveliwala - 1999
22   What is this page known (context) - Rafiei, Mendelzon



The graph only includes citing articles where the year of publication is known.


Documents on the same site (http://www.cs.washington.edu/homes/mattr/research.htm):   More
Improvements On Speech Recogniton For Fast Talkers - Richardson, Hwang, Acero, Huang (1999)   (Correct)
Mining the Network Value of Customers - Domingos, Richardson (2001)   (Correct)

Online articles have much greater impact   More about CiteSeer.IST   Add search form to your site   Submit documents   Feedback  

CiteSeer.IST - Copyright Penn State and NEC