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



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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... (Update)

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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/richardson02intelligent.html   More

@misc{ richardson02intelligent,
  author = "M. Richardson and P. Domingos",
  title = "The Intelligent Surfer: Probabilistic Combination of Link and Content Information
    in PageRank",
  text = "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).",
  year = "2002",
  url = "citeseer.ist.psu.edu/richardson02intelligent.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 - 2000



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


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