Analysis of Blog Spams and Collaborative Blog Spam Filtering Using Adaptive Percolation Search
msra(2006)
摘要
We provide basic analysis on blog spams, which little is known about before. Then, we propose a novel collaborative filtering method for link spams on blogs. The key idea is to rely on manual identification of spams and share this information about spams through a network of trust. The blogger who has identified a spam tells a small number of fellow bloggers (content implantation), and those who have not heard about it start a search using an adaptive percolation search, combined with content implantation, they contract the information about identified spam in only a fraction of the query period time without producing large volume of traffic.
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关键词
collaborative filtering
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