Know your neighbors: web spam detection using the web topology

@inproceedings{Castillo2007KnowYN,
  title={Know your neighbors: web spam detection using the web topology},
  author={Carlos Castillo and Debora Donato and Aristides Gionis and Vanessa Murdock and Fabrizio Silvestri},
  booktitle={SIGIR},
  year={2007}
}
Web spam can significantly deteriorate the quality of search engine results. Thus there is a large incentive for commercial search engines to detect spam pages efficiently and accurately. In this paper we present a spam detection system that combines link-based and content-based features, and uses the topology of the Web graph by exploiting the link dependencies among the Web pages. We find that linked hosts tend to belong to the same class: either both are spam or both are non-spam. We… CONTINUE READING
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