Grouping users' communities in an interactive web-based learning system: A data mining approach

Proceedings - 5th IEEE International Conference on Advanced Learning Technologies, ICALT 2005

Volumn 2005, Issue , 2005, Pages 474-475

  Minetou, Christine G ^a   Chen, Sherry Y ^a   Liu, Xiaohui ^a  

^a BRUNEL UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COGNITIVE SYSTEMS; DATA MINING; INTERACTIVE COMPUTER SYSTEMS;

INTERACTIVE WEB-BASED LEARNING SYSTEM; K-MEANS ALGORITHM; USER COMMUNITIES;

LEARNING SYSTEMS;

EID: 33749069487     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICALT.2005.164     Document Type: Conference Paper

References (9)

1. Anastasi, A. Psychological testing. New York:Macmillan, 1988.
2. Ash, B. Identifying learning styles and matching strategies for teaching and learning. Massachusetts: ERIC Document Reproduction Service (Education Resources Information Center, ED 270142), 1986.
3. Chen, S. Y. and Liu, X. The Contribution of Data Mining to Information Science. Journal of Information Science. 30(6), 2004, 550-558
4. Chen, S. Y. and Macredie, R. D. Cognitive Modelling of Student Learning in Web-based Instructional Programmes. International Journal of Human-Computer Interaction. 17(3), 2004, 375-402
5. Goodenough, D. The role of individual differences in field dependence as a factor in learning and memory. Psychological Bulletin, 83, 1976, 675-694.
6. Hand D.J., Mannila H., and Smyth P. Principles of data mining, MIT Press, 2001.
7. Paliouras, G., Papatheodorou, C., Karkaletsis, V. and Spyropoulos, C. D. Discovering user communities on the Internet using unsupervised machine learning techniques. Interacting with Computers, 14(6), 2002, pp. 761-791
8. Reiff, R. At-risk middle level or field dependent learners. daring House 69(4), 1996, 231-234.
9. Riding, R. J. Cognitive Styles Analysis. Birmingham: Learning and Training Technology, 1991.