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» Transductive Link Spam Detection
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CEAS
2011
Springer
12 years 5 months ago
Spam detection using web page content: a new battleground
Traditional content-based e-mail spam filtering takes into account content of e-mail messages and apply machine learning techniques to infer patterns that discriminate spams from...
Marco Túlio Ribeiro, Pedro Henrique Calais ...
PAKDD
2009
ACM
120views Data Mining» more  PAKDD 2009»
14 years 2 months ago
Detecting Link Hijacking by Web Spammers.
Abstract. Since current search engines employ link-based ranking algorithms as an important tool to decide a ranking of sites, Web spammers are making a significant effort to man...
Masaru Kitsuregawa, Masashi Toyoda, Young-joo Chun...
CIKM
2009
Springer
14 years 6 days ago
Exploiting bidirectional links: making spamming detection easier
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 propos...
Yan Zhang, Qiancheng Jiang, Lei Zhang, Yizhen Zhu
SDM
2010
SIAM
226views Data Mining» more  SDM 2010»
13 years 7 months ago
Two-View Transductive Support Vector Machines
Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications, especially for Internet classification tasks like review spam...
Guangxia Li, Steven C. H. Hoi, Kuiyu Chang
AIRWEB
2006
Springer
13 years 9 months ago
Link-Based Characterization and Detection of Web Spam
Luca Becchetti, Carlos Castillo, Debora Donato, St...