Baoning Wu Vinay Goel Brian D. Davison Department of Computer Science...  Home/Search
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Abstract: Web spamming describes behavior that attempts to deceive search engine's ranking algorithms. TrustRank is a recent algorithm that can combat web spam by propagating trust among web pages. However, TrustRank propagates trust among web pages based on the number of outgoing links, which is also how PageRank propagates authority scores among Web pages. This type of propagation may be suited for propagating authority, but it is not optimal for calculating trust scores for demoting spam sites. (Update)
Active bibliography (related documents): More All
1.3: Using Rank Propagation and Probabilistic Counting.. - Becchetti.. (2006) (Correct)
1.1: Link-Based Characterization and Detection of Web Spam - Becchetti, Castillo.. (2006) (Correct)
0.7: Identifying Link Farm Spam Pages - Wu, Davison (2005) (Correct)
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BibTeX entry: (Update)
@misc{ vinay-propagating,
author = "Baoning Wu Vinay",
title = "Propagating Trust and Distrust to Demote Web Spam",
url = "citeseer.ist.psu.edu/748804.html" }
Citations (may not include all citations):344 The PageRank citation ranking: Bringing order to the web - Page, Brin et al. - 1998
82 Topic-sensitive PageRank - Haveliwala - 2002
64 WebBase: a repository of Web pages - Hirai, Raghavan et al. - 2000
61 Scaling personalized web search - Jeh, Widom - 2003
43 Extrapolation methods for accelerating PageRank computations - Kamvar, Haveliwala et al. - 2003
20 Spreading activation models for trust propagation - Ziegler, Lausen - 2004
15 Challenges in web search engines - Henzinger, Motwani et al. - 2002
14 Propagation of trust and distrust - Guha, Kumar et al. - 2004
14 and statistics: Using statistical analysis to locate spam we.. (context) - Fetterly, Manasse et al. - 2004
14 Combating web spam with TrustRank (context) - Gyongyi, Garcia-Molina et al. - 2004
12 Identifying link farm spam pages - Wu, Davison - 2005
11 Web spam taxonomy - Gyongyi, Garcia-Molina - 2005
7 Online at http://www (context) - Perkins, The et al. - 2001
6 Trust propagation in small worlds - Gray, Seigneur et al. - 2003
4 Open rating systems - Guha - 2003
4 SpamRank - fully automatic link spam detection - Benczur, Csalogany et al. - 2005
3 Detecting spam web pages through content analysis (context) - Ntoulas, Najork et al. - 2006
3 Thwarting the nigritude ultramarine: Learning to identify li.. (context) - Drost, Sche - 2005
3 Blocking blog spam with language model disagreement - Mishne, Carmel et al. - 2005
2 Pr0 - google's pagerank (context) - pagerank, efactory et al. - 2002
2 Detecting phrase-level duplication on the world wide web (context) - Fetterly, Manasse et al. - 2005
1 The Swiss search engine (context) - Management - 2006
1 Sic transit gloria telae: Towards an understading of the web.. (context) - Bar-Yossef, Broder et al. - 2004
1 Topical TrustRank: Using topicality to combat web spam (context) - Wu, Goel et al. - 2006
1 Page-rerank: using trusted links to re-rank authority - Massa, Hayes - 2005
1 Information retrieval based on historical data (context) - Acharya, Cutts et al. - 2005
1 Online at http://www (context) - Collins, engine et al. - 2004
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