Exploiting bidirectional links: making spamming detection easier

  title={Exploiting bidirectional links: making spamming detection easier},
  author={Yan Zhang and Qiancheng Jiang and Lei Zhang and Yizhen Zhu},
Previous anti-spamming algorithms based on link structure suffer from either the weakness of the page value metric or the vagueness of the seed selection. In this paper, we propose two page value metrics, AVRank and HVRank. These two "values" of all the web pages can be well assessed by using the bidirectional links' information. Moreover, with the help of bidirectional links, it becomes easier to enlarge the propagation coverage of seed sets. We further discuss the effectiveness of the… CONTINUE READING
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