Automatic training corpora acquisition through web mining

Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005

Volumn 2005, Issue , 2005, Pages 193-199

  Huang, Chien Chung ^a   Lin, Kuan Ming ^b   Chien, Lee Feng ^c  

^a DARTMOUTH COLLEGE   (United States)

^b DUKE UNIVERSITY   (United States)

^c ACADEMIA SINICA   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC TRAINING CORPORA ACQUISITION; TEXT CLASSIFICATION; WEB MINING;

CLASSIFICATION (OF INFORMATION); DATA MINING; INFORMATION RETRIEVAL; ITERATIVE METHODS; USER INTERFACES; WEBSITES;

KNOWLEDGE ACQUISITION;

EID: 33748850606     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI.2005.39     Document Type: Conference Paper

References (20)

1. Available at http://en.wikipedia.org/wiki/.
2. Available at http://citeseer.ist.psu.edu/directory.html.
3. E. Agirre, O. Ansa, E. Hovy, and D. Martinez. Enriching very large ontologies using the www. In Proceedings of ECAI2000 Workshop on Ontology Learning, 2000.
4. Z. Bar-Yossef and S. Rajagopalan. Template detection via data mining and its applications. In Proceedings of the list International World Wide Web Conference, pages 26-33, 2002.
5. D. W. C. Kwok, O. Etzioni. Scaling question answering to the web. In Proceedings of the 10th international conference on World Wide Web, pages 150-161, 2001.
6. C. Carpineto, R. De Mori, G. Romano, and B. Bigi. An information- theoretic approach to automatic query expansion. ACM Transactions on Information Systems, 19(1): 1-27, 2001.
7. W. Cohen and Y. Singer. Context-sensitive learning methods for text categorization. In Proceedings of the 19th Annual International ACM SIGIR Conference, pages 307-315, Zürich, CH, 1996. ACM Press, New York, US.
8. R. Goldman and J. Widom. Wsq/dsq: A practical approach for combined querying of databases and the web. In Proceedings of the ACM SIGMOD International Conference on Management of Data, pages 285-296, 2000.
9. J. H. H. Yu, C. Zhai. Text classification from positive and unlabeled documents. In Proceedings of the 12th Annual. International ACM Conference on Information and Knowledge Management, pages 232-239, 2003.
10. C.-C. Huang, S.-L. Chuang, and L.-R Chien. Liveclassifier: Creating hierarchical text classifiers through web corpora. In Proceedings of the 10th International World Wide Web Conference, pages 184-192, 2004.
11. A. Kilgarriff and G. Greffenstette. Introduction to the special issue on web as corpus. Computational. Linguistics, 29(3), 2003.
12. M. Klusch. Information agent technology for the internet: A survey. Journal, on Data and Knowledge Engineering, Special. Issue on Intelligent Information Integration, 36(3), 2001.
13. A. McCallum and K. Nigam. Text classification by boot-strapping with keywords. In ACL Workshop for Unsupervised Learning in Natural Language Processing, 1999.
14. K. Nigam, A. K. McCallum, S. Thrun, and T. M. Mitchell. Text classification from labeled and unlabeled documents using EM. Machine Learning, 39(2/3):103-134, 2000.
15. D. Ramamonjisoa. Research topics discovery from www by agent system. In International Conference on Advances in Infrastructure for e-Electronic, e-Business, e-Education, e-Science, e-Medicine on the Internet, paper number 13, 2003.
16. F. Sebastiani. Machine learning in automated text categorization. ACM Computing Surveys, 34(1), 2002.
17. K. Sparck-Jones. Notes and references on early classification work. SIGIR Forum, 25(1):10-17, 1991.
18. J. Xu and W. Croft. Query expansion using local and global document analysis. In Proceedings of the 19th Annual. International ACM SIGIR Conference, pages 412-420, 1996.
19. Y. Yang. A study on thresholding strategies for text categorization. In Proceedings of the 24th Annual International ACM SIGIR Conference, pages 137-145, 2001.
20. H. Yu. Svmc: Single-class classification with support vector machines. In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, 2003.