Luca Becchetti, Carlos Castillo, Debora Donato, Stefano Leonardi, Ricardo Baeza-Yates  Home/Search
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Abstract: We perform a statistical analysis of a large collection of Web pages, focusing on spam detection. We study several metrics such as degree correlations, number of neighbors, rank propagation through links, TrustRank and others to build several automatic web spam classifiers. This paper presents a study of the performance of each of these classifiers alone, as well as their combined performance. Using this approach we are able to detect 80.4% of the Web spam in our sample, with only 1.1% of false ... (Update)
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BibTeX entry: (Update)
L. Becchetti, C. Castillo, D. Donato, S. Leonardi, and R. Baeza-Yates. Link-based characterization and detection of web spam. In Proceedings of the 2nd International Workshop on Adversarial Information Retrieval on the Web (AIRWeb), 2006. http://citeseer.ist.psu.edu/becchetti06linkbased.html More
@misc{ becchetti06linkbased,
author = "L. Becchetti and C. Castillo and D. Donato and S. Leonardi and R. Baeza-Yates",
title = "Link-based characterization and detection of web spam",
text = "L. Becchetti, C. Castillo, D. Donato, S. Leonardi, and R. Baeza-Yates.
Link-based characterization and detection of web spam. In Proceedings of
the 2nd International Workshop on Adversarial Information Retrieval on the
Web (AIRWeb), 2006.",
year = "2006",
url = "citeseer.ist.psu.edu/becchetti06linkbased.html" }
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