Improving web spam detection with re-extracted features

Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08

Volumn , Issue , 2008, Pages 1119-1120

  Geng, Guang Gang ^a   Wang, Chun Heng ^a   Li, Qiu Dan ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

Content spam; Link spam; Machine learning; Web spam

Indexed keywords

FEATURE EXTRACTION; LEARNING SYSTEMS; SEARCH ENGINES; SPAMMING; WORLD WIDE WEB;

CONTENT SPAM; HEURISTIC RULES; HOST LEVELS; INTERNET SEARCHES; LINK SPAM; MACHINE LEARNING; SPAM DETECTIONS; WEB GRAPHS; WEB SPAM;

INTERNET;

EID: 57349142890     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1367497.1367685     Document Type: Conference Paper

References (5)

1. A. Ntoulas, M. Najork, M. Manasse, and D. Fetterly. Detecting Spam Web Pages through Content Analysis. In Proc. of the WWW'06, May, 2006.
2. C. Castillo, D. Donate, A. Gionis, V. Murdock, and F. Silvestri. Know Your Neighbors: Web Spam Detection Using the Web Topology. SIGIR'07, July, 2007
3. G.G. Geng, C.H. Wang, Q.D. Li, L. Xu and X.B. Jin, Boosting the Performance of Web Spam Detection with Ensemble Under-Sampling Classification, FSKD'07 China, August, 2007.
4. Yahoo! Research: "Web Collection UK-2006". http://research. yahoo.com/ Crawled by the Laboratory of Algorithmics, University of Milan, http://www.yr-bcn.es/webspam/ URL retrieved Jan. 2008
5. Q.Q. Gan and Torsten Suel. Improving Web Spam Classifiers Using Link Structure. AIR Web'07, Banff, Canada, May, 2007