Automatic identification of text genres and their roles in subject-based categorization

Proceedings of the Hawaii International Conference on System Sciences

Volumn 37, Issue , 2004, Pages 1603-1612

  Lee, Yong Bae ^a   Myaeng, Sung Hyon ^b  

^a Jeonju National University of Education   (South Korea)

^b Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ALGORITHM; FEATURE SELECTION METHODS; GENRE CLASSIFICATION; NAÍVE BAYESIAN APPROACH;

ALGORITHMS; AUTOMATION; CLASSIFICATION (OF INFORMATION); INFORMATION RETRIEVAL; LINGUISTICS; MATRIX ALGEBRA; NATURAL LANGUAGE PROCESSING SYSTEMS; NEURAL NETWORKS; REGRESSION ANALYSIS; STATISTICAL METHODS; WEBSITES;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 12344269858     PISSN: 10603425     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. th Hawaii International Conference on System Science, Jan 1997.
2. th Nordic Conference of Computational Linguistics, pages 100-107, Copenhagen, 1998.
3. Andrew Dillon, Barbara A. Gushrowski, "Genre and the Web: Is the Personal Home Page the First Uniquely Digital Genre?", JASIS, 51(2):202-205, 2000.
4. nd International Conference on New Methods in Language Processing-NeMLaP, 1996.
5. th DELOS Workshop on User Interfaces in Digital Libraries, pages 85-92, 1998.
6. Jussi Karlgren, Douglass Cutting, "Recognizing Text Genres with Simple Metrics Using Discriminant Analysis", Proc. of COLING94, Kyoto, 1994.
7. Brett Kessler, Geoffrey Nunberg, Hinrich Schütze, "Automatic Detection of Text Genre", ACL'97, pages 32-38, July 1997.
8. th ACM SIGIR Conference, pages 145-150, Tampere, Finland.
9. D. Lewis and M. Ringuette, "Comparison of two learning algorithms for text categorization," Proc. of the 3rd Annual Symposium on Document Analysis and Information Retrieval, 1994.
10. H. J. Oh, S. H. Myaeng, and M. Lee, "A practical hypertext categorization method using links and incrementally available class information", Proc. of the 23rd ACM SIGIR Conference, pages 264-271, Athens, Greece, 2000.
11. th International Conference on COLING2000, 2000.
12. nd ACM SIGIR Conference, 1999.