An evaluation of automatic text categorization in online discussion analysis

Proceedings - The 7th IEEE International Conference on Advanced Learning Technologies, ICALT 2007

Volumn , Issue , 2007, Pages 205-209

  Lui, Andrew Kwok Fai ^a   Siu, Cheung Li ^b   Sheung, On Choy ^a  

^a OPEN UNIVERSITY OF HONG KONG   (Hong Kong)

^b HONG KONG BAPTIST UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC TEXT CATEGORIZATIONS; CONTENT ANALYSIS; EDUCATIONAL RESEARCHES; ON-LINE LEARNINGS; ONLINE DISCUSSION FORUMS; ONLINE DISCUSSIONS; TEXT CATEGORIZATIONS;

INTERNET; TEXT PROCESSING;

EDUCATION;

EID: 47649127350     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICALT.2007.59     Document Type: Conference Paper

References (12)

1. Rourke, L., Anderson, T. Garrison, D.R., & Archer, W., "Methodological issues in the content analysis of computer conference transcripts", International Journal of Artificial Intelligence in Education, 12, 2001.
2. Rourke, L., Anderson, T. Garrison, D.R., & Archer, W., "Assessing social presence in asynchronous, text-based computer conferencing". Journal of Distance Education, 14(2), 1999.
3. A.K. Lui et al., "An Evaluation Framework of Expertise Presence in Computer Conferences", British Journal of Educational Technology, accepted for publication.
4. J.E. Ingvaldsen et al., "Financial News Mining: Monitoring Continuous Streams of Text", in Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence, 321-324, 2006.
5. K. Swan, J. Shen, R. Hiltz, "Assessment and collaboration in online learning", Journal of Asynchronous Learning Networks, 10 (1), 45-62, 2006.
6. A.K. Lui et al., "A Learning Thermometer: Improving Visibility of Learning Activities in Online Discussion Forums", Distance Education and Technology: Issues and Practice, D. Murphy et al. eds., Open University of Hong Kong Press, 293-307, 2004.
7. M.F. Porter, "An algorithm for suffix stripping", Program, 14(3), 130-137, 1980.
8. T.K. Landauer, et al., "An Introduction to Latent Semantic Analysis", Discourse Processes, 25(2-3), 337-354.
9. N. Glance et al., "Deriving Marketing Intelligence from Online Discussion", in Proceeding of the eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining KDD '05, 419-428, 2005.
10. M. Banko and R.C. Moore "Part of Speech Tagging in Context". In Proceedings of 20th International Conference on Computational Linguistics, Geneva, 556-561, 2004.
11. A. Finn and N. Kushmerick, "Learning to Classify Documents According to Genre". Journal of American Society for Information Science and Technology, 57(11), 1506-1518, 2006.
12. R.J., Mooney, P.N. Bennett, and L. Roy(1998). "Book recommending using text categorization with extracted information." In Papers of the AAAI-98/ICML-98 Workshop on Learning for Text Categorization and Papers of the AAAI-98 Workshop on Recommender Systems., Madison, WJ.