Fast webpage classification using URL features

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2005, Pages 325-326

  Kan, Min Yen ^a   Nguyen Thi, Hoang Oanh ^a  

^a School of Computing   (Singapore)

Author keywords

Uniform resource locator; Webpage classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; KNOWLEDGE ENGINEERING; MATHEMATICAL MODELS; ONLINE SEARCHING; PERFORMANCE; STANDARDS;

LINK-BASED METHODS; ORTHOGRAPHIC FEATURES; STANDARDIZED DOMAINS; UNIFORM RESOURCE LOCATOR (URL);

WEBSITES;

EID: 33745800664     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1099554.1099649     Document Type: Conference Paper

References (7)

1. A. L. Berger, S. D. Pietra, and V. J. D. Pietra. A maximum entropy approach to natural language processing. Computational Linguistics, 22(1):39-71, 1996.
2. M.-Y. Kan and H. O. Nguyen Thi. Fast Webpage Classification Using URL Features. NUS Tech. Rpt. TRC 8/05.
3. M.-Y. Kan. Web page classification without the web page. In Proc. of WWW '04,2004. Poster paper.
4. K. Nigam, J. Lafferty, and A. McCallum. Using maximum entropy for text classification. In IJCAI-99 Workshop on Machine Learning for Information Filtering, 1999.
5. L. K. Shih and D. Karger. Using URLs and table layout for web classification tasks. In Proc. of WWW '04, 2004.
6. S. Slattery and M. Craven. Combining statistical and relational methods for learning in hypertext domains. In 8th Int'l Conf. on Inductive Logic Programming, 1998.
7. A. Sun, E.-P. Lim, and W.-K. Ng. Web classification using support vector machine. In 4th Int'l Workshop on Web Information and Data Management (WIDM2002), 2002.