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Abstract: In the original PageRank algorithm for improving the ranking of search-query results, a single PageRank vector is computed, using the link structure of the Web, to capture the relative "importance" of Web pages, independent of any particular search query. To yield more accurate search results, we propose computing a set of PageRank vectors, biased using a set of representative topics, to capture more accurately the notion of importance with respect to a particular topic. By using these... (Update)
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BibTeX entry: (Update)
Taher H. Haveliwala. Topic-sensitive PageRank. In Proceedings of the Eleventh International World Wide Web Conference, Honolulu, Hawaii, May 2002. http://citeseer.ist.psu.edu/article/haveliwala02topicsensitive.html More
@misc{ haveliwala02topicsensitive,
author = "T. Haveliwala",
title = "Topic-sensitive PageRank",
text = "Taher H. Haveliwala. Topic-sensitive PageRank. In Proceedings of the Eleventh
International World Wide Web Conference, Honolulu, Hawaii, May 2002.",
year = "2002",
url = "citeseer.ist.psu.edu/article/haveliwala02topicsensitive.html" }
Citations (may not include all citations):837 Cambridge University Press (context) - Motwani, Raghavan - 1995
641 The anatomy of a large-scale hypertextual web search engine - Brin, Page - 1998
576 Authoritative sources in a hyperlinked environment - Kleinberg - 1998
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, Raghavan et al. - 2000
61 Scaling personalized web search - Jeh, Widom - 2002
44 Rank aggregation methods for the web - Dwork, Kumar et al. - 2001
38 The Intelligent Surfer: Probabilistic Combination of Link an.. - Richardson, Domingos - 2002
25 What can you do with a web in your pocket - Brin, Motwani et al. - 1998
14 Placing search in context: the concept revisited - Finkelstein, Gabrilovich et al. - 2001
11 PageRank: Bringing order to the web (context) - Page - 1997
8 What is this page known (context) - ei, Mendelzon - 2000
6 Ecient computation of PageRank - Haveliwala - 1999
1 When experts agree: Using non-aliated experts to rank popula.. (context) - Bharat, Mihaila - 2001
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