Narrative text classification for automatic key phrase extraction in Web document corpora

Proceedings of the Interntational Workshop on Web Information and Data Management WIDM

Volumn , Issue , 2005, Pages 51-58

  Zhang, Yongzheng ^a   Zincir Heywood, Nur ^a   Milios, Evangelos ^a  

^a DALHOUSIE UNIVERSITY   (Canada)

Author keywords

Acceptable percentage; Key phrase extraction; Narrative text classification

Indexed keywords

ACCEPTABLE PERCENTAGE; INFORMATION AGE; KEY PHRASE EXTRACTIONS; QUALITY VALUE; QUANTITATIVE MEASURES; STATE-OF-THE-ART METHODS; TEXT CLASSIFICATION; WEB DOCUMENT;

CLASSIFICATION (OF INFORMATION); KNOWLEDGE MANAGEMENT; WEBSITES;

EXTRACTION;

EID: 84876585616     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1097047.1097059     Document Type: Conference Paper

References (21)

1. J. Allan and H. Raghavan. Using Part-of-speech Patterns to Reduce Query Ambiguity. In Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 307-314, Tampere, Finland, August 11-15, 2002.
2. A. Berger and V. Mittal. OCELOT: A System for Summarizing Web Pages. In Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 144-151, Athens, Greece, July 24-28 2000.
3. E. Brill. A Simple Rule-Based Part of Speech Tagger. In Proceedings of the Third Conference on Applied Natural Language Processing, pages 152-155, Trento, Italy, March 31-April 3 1992.
4. O. Buyukkokten, H. Garcia-Molina, and A. Paepcke. Seeing the Whole in Parts: Text Summarization for Web Browsing on Handheld Devices. In Proceedings of the Tenth International World Wide Web Conference, pages 652-662, Hong Kong, China, May 01-05, 2001.
5. C. Fox. Lexical Analysis and Stoplists. In Information Retrieval: Data Structures and Algorithms, pages 102-130, 1992.
6. K. Frantzi, S. Ananiadou, and H. Mima. Automatic Recognition of Multi-word Terms: the C-value/NC-value Method. International Journal on Digital Libraries, 3(2): 115-130, August 2000.
7. J. Kleinberg. Authoritative Sources in a Hyperlinked Environment. Journal of the ACM, 46(5): 604-632, Septermber 1999.
8. B. Krulwich and C. Burkey. Learning User Information Interests through the Extraction of Semantically Significant Phrases. In AAAI Spring Symposium Technical Report SS-96-05: Machine Learning in Information Access, pages 110-112, 1996.
9. W. Lu, J. Janssen, E. Milios, and N. Japkowicz. Node Similarity in Networked Information Spaces. Technical Report CS-2001-03, Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada, September 26, 2001.
10. C. Manning and H. Schütze. Foundations of Statistical Natural Language Processing. MIT Press, Cambridge, MA, USA, June 18 1999.
11. E. Milios, Y. Zhang, B. He, and L. Dong. Automatic Term Extraction and Document Similarity in Special Text Corpora. In Proceedings of the Sixth Conference of the Pacific Association for Computational Linguistics, pages 275-284, Halifax, NS, Canada, August 22-25, 2003.
12. D. Radev, W. Fan, H. Qi, H. Wu, and A. Grewal. Probabilistic Question Answering on the Web. In Proceedings of the Eleventh International World Wide Web Conference, pages 408-419, Honolulu, Hawaii, USA, May 7-11, 2002.
13. M. Song, I. Song, and X. Hu. KPSpotter: A Flexible Information Gain-based Keyphrase Extraction System. In Proceedings of the Fifth ACM International Workshop on Web Information and Data Management, pages 50-53, 2003.
14. P. Turney. Extraction of Keyphrases from Text: Evaluation of Four Algorithms. Technical Report ERB-1051 (NRC-41550), Institute for Information Technology, National Research Council of Canada, Ottawa, ON, Canada, October 23, 1997.
15. P. Turney. Learning Algorithms for Keyphrase Extraction. Information Retrieval, 2(4): 303-336, May 2000.
16. P. Turney. Coherent Keyphrase Extraction via Web Mining. In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, pages 434-439, Acapulco, Mexico, August 9-15, 2003.
17. I. Witten. Browsing around a Digital Library. In Proceedings of the Australasian Computer Science Conference, pages 1-14, 1999.
18. I. Witten, G. Paynter, E. Frank, C. Gutwin, and C. Nevill-Manning. KEA: Practical Automatic Keyphrase Extraction. In Proceedings of the Fourth ACM Conference on Digital Libraries, pages 254-255, Berkeley, CA, USA, August 11-14, 1999.
19. Y. Zhang, E. Milios, and N. Zincir-Heywood. A Comparison of Keyword- and Keyterm-Based Methods for Automatic Web Site Summarization. In Technical Report WS-04-01, Papers from the AAAI'04 Workshop on Adaptive Text Extraction and Mining, pages 15-20, San Jose, CA, USA, July 26, 2004.
20. Y. Zhang, N. Zincir-Heywood, and E. Milios. Term-Based Clustering and Summarization of Web Page Collections. In Advances in Artificial Intelligence, Proceedings of the Seventeenth Conference of the Canadian Society for Computational Studies of Intelligence, pages 60-74, London, ON, Canada, May 17-19, 2004.
21. Y. Zhang, N. Zincir-Heywood, and E. Milios. World Wide Web Site Summarization. Web Intelligence and Agent Systems: An International Journal, 2(1): 39-53, June 2004.