Weblog classification for fast splog filtering: A URL language model segmentation approach

HLT-NAACL 2006 - Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Short Papers

Volumn , Issue , 2006, Pages 137-140

  Salvetti, Franco ^a,b   Nicolov, Nicolas ^b  

^a UCB 450   (United States)

^b Umbria Inc ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FILTERING TECHNIQUE; LANGUAGE MODEL; MODEL SEGMENTATIONS; N-GRAMS; WEBLOGS;

SEMANTICS;

EID: 85064266519     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Gyöngyi, Zoltan, Hector Garcia-Molina & Jan Pedersen. 2004. “Combating Web Spam with TrustRank”. Proceedings of the 30th International Conference on Very Large Data Bases (VLDB).
2. Matthew Hurst. 2005. “Deriving Marketing Intelligence from Online Discussion”. 11th ACM SIGKDD Int. Conf. on Knowledge Discovery in Data Mining (KDD05), 419-428. Chicago, Illinois, USA.
3. Jurafsky, D. & J.H. Martin. 2000. Speech and Language Processing. Upper Saddle River, NJ: Prentice Hall.
4. Min-Yen Kan & Hoang Oanh Nguyen Thi. 2005. “Fast Web-page Classification Using URL Features”. 14th ACM international conference on Information and Knowledge Management, 325-326.
5. Kolari, Pranam, Tim Finin & Anupam Joshi. 2006. “SVMs for the Blogosphere: Blog Identification and Splog Detection”. AAAI Symposium on Computational Approaches to Analyzing Weblogs, 92-99. Stanford.
6. SURBL. 2006. SURBL - Spam URI Realtime Blocklists, http://www.surbl.org
7. Technorati. 2006. State of the Blogosphere, February 2006 Part 1: On Blogosphere Growth, technorati.com/weblog/2006/02/81.html
8. Wikipedia. 2006. Splog (Spam blog), http://en.wikipedia.org/wiki/Splog