Splog filtering based on writing consistency

Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Volumn , Issue , 2008, Pages 227-233

  Liu, Wei ^a   Tan, Songbo ^a   Xu, Hongbo ^a   Wang, Lihong ^b  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b National Computer Network and Information Security Management Center   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CONTENT-BASED METHODS; DATA SETS; FILTERING METHODS; FILTERING SYSTEMS; SPAM FILTERING; WRITING BEHAVIORS;

INTERNET;

EID: 62949094023     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIIAT.2008.21     Document Type: Conference Paper

References (15)

1. G. Mishne. "Information Access Challenges in the Blogspace". International Workshop on Intelligent Information Access, Finland, 2006.
2. http://technorati.eom/weblog/2006/l 1/161.html
3. Chun-Yuan Teng, and Hsin-His Chen. "Detection of Bloggers' Interests: Using Textual, Temporal, and Interactive Features". Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, Washington D. C. USA, 2006, pp. 366-369
4. P. Kolari, A. Java, and T. Finin. "Characterizing the splogosphere". Proceeding of the World Wide Web 2006 Workshop on the Webloggging Ecosystem, Edinburgh, 2006.
5. P. Kolari, A. Java, T. Finin, J. May field, A. Joshi, and J. Martineau. "Blog Track Open Task: Spam Blog Classification". Technical report of TREC 2006 Blog Track, September 2006.
6. P. Kolari, T. Finin, and A. Joshi. "SVMs for the blogosphere: Blog identification and splog detection". Proceedomg of the AAAI Spring Symp. On Computational Approaches to Analyzing Weblogs. AAAI Press, California, 2006, pp. 92-99.
7. F. Salvetti, N. Nicolov. "Weblog Classification for Fast Splog Filtering: A URL Language Model Segmentation Approach". Proceeding of the Human Language Technology Conference of the NAACL, New York, 2006, Companion Volume: Short Papers, pp. 137-140.
8. Y.R. Lin, H. Sundaram, Y. Chi, J. Tatemura, and B.L. Tseng. "Splog Detection using self-similarity analysis on blog temporal dynamics". Proceeding of the ACM Workshop on Adversarial information retrieval on the web, Canada, 2007, pp. 1-8.
9. Z. Gyöngyi, H. Garcia-Molina and J. Pedersen. "Combating web spam with TrustRank". Proceedings of the 30th International Conference on Very Large Data Bases (VLDB), 2004, Volume 30, pp. 576-587.
10. K. Ishida. "Extracting Spam Blogs with Co-citation Clusters". Proceeding of the 17th international conference on World Wide Web, ACM, China, 2008, pp. 1043-1044.
11. B. Davison. "Recognizing Nepotistic Links on the Web". AAAI-20000 Workshop on Artificial Intelligence for Web Search, Texas, July 2000.
12. http://en.wikipedia.org/wiki/Writing-style
13. C. Macdonald, I. Ounis. "The TREC Blog06 Collection: Creating and Analysing a Blog Test Collection". DCS Technical Report TR-2006-224, Department of Computing Science, University of Glasgow, 2006.
14. http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/
15. J.R. Quinlan. C4.5: Programs for Machine Learning. Morgan-Kaufman, 1993.