DocumentCode :
3140049
Title :
An Evaluation of Automatic Text Categorization in Online Discussion Analysis
Author :
Lui, Andrew Kwok-Fai ; Li, Siu Cheung ; Sheung On Choy
Author_Institution :
Open Univ. of Hong Kong, Hong Kong
fYear :
2007
fDate :
18-20 July 2007
Firstpage :
205
Lastpage :
209
Abstract :
Content analysis is often employed by teachers and research to analyse online discussion forums to serve various purposes such as assessment, evaluation, and educational research. Automating content analysis is desirable so that such analysis can be carried out efficiently on large amount of data. This paper evaluates text categorization and examines whether the attainable accuracy can satisfy the requirements of common content analysis tasks. It shows that even simple text categorization techniques can support tasks such as online learning progress monitoring. Methods of augmenting text categorization with other techniques are also discussed.
Keywords :
Internet; text analysis; automatic text categorization; content analysis; online discussion analysis; online discussion forum analysis; online learning progress monitoring; Automation; Content based retrieval; Discussion forums; Education; Educational technology; Information analysis; Information retrieval; Monitoring; Text categorization; Text mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Learning Technologies, 2007. ICALT 2007. Seventh IEEE International Conference on
Conference_Location :
Niigata
Print_ISBN :
0-7695-2916-X
Type :
conf
DOI :
10.1109/ICALT.2007.59
Filename :
4280992
Link To Document :
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