A spamicity approach to web spam detection

Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130

Volumn 1, Issue , 2008, Pages 277-288

  Zhou, Bin ^a   Pei, Jian ^a   Tang, Zhaohui ^b  

^a SIMON FRASER UNIVERSITY   (Canada)

^b MICROSOFT   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COST EFFECTIVENESS; WEBSITES;

COST EFFECTIVE; GLOBAL INFORMATIONS; HIGH QUALITY INFORMATION; REAL DATA SETS; SPAM DETECTION; SUPERVISED CLASSIFICATION; TRAINING SETS; WEB SPAM DETECTIONS;

DATA MINING;

EID: 52649169775     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1137/1.9781611972788.25     Document Type: Conference Paper

References (17)

1. R. A. Baeza-Yates and B. A. Ribeiro-Neto. Modern Information Retrieval ACM Press/Addison-Wesley, 1999.
2. A. A. Benczur et al.. Spamrank: Fully automatic link spam detection. In AIRWeb '05.
3. M. Brinkmeier. Pagerank revisited. ACM Transactions on Internet Technology (TOIT), 6(3):282-301, 2006.
4. C. Castillo et al.. A reference collection for web spam. SIGIR Forum, 40(2):11-24, 2006.
5. D. Fetterly et al.. Spam, damn spam, and statistics: Using statistical analysis to locate spam web pages. In WebDB'04.
6. D. Fetterly et al.. Detecting phrase-level duplication on the world wide web. In SIGIR'05.
7. Z. Gyöngyi et al.. Link spam detection based on mass estimation. In VLDB'06.
8. Z. Gyöngyi and H. Garcia-Molina. Web spam taxonomy. In AIRWeb'05.
9. Z. Gyöngyi et al.. Combating web spam with trustrank. In VLDB'04.
10. J. M. Kleinberg. Authoritative sources in a hyperlinked environment. In SODA '98.
11. A. Ntoulas et al.. Detecting spam web pages through content analysis. In WWW'06.
12. L. Page et al.. The pagerank citation ranking: Bringing order to the web. Technical report, Stanford University, 1998.
13. J. R. Quinlan. C4-5: Programs for Machine Learning. Morgan Kaufmann, 1993.
14. B. Wu and B. D. Davison. Identifying link farm spam pages. In WWW'05.
15. B. Wu et al.. Topical trustrank: Using topicality to combat web spam. In WWW'06.
16. B. Zhou. Mining page farms and its application in link spam detection. Master's thesis. School of Computing Science, Simon Fraser University, 2007.
17. B. Zhou and J. Pei. Sketching landscapes of page farms. In SDM'07.