Building a recommender agent for e-learning systems

Proceedings - International Conference on Computers in Education, ICCE 2002

Volumn , Issue , 2002, Pages 55-59

  Zaiane O R ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; ELECTRONIC COMMERCE; LEARNING SYSTEMS; RECOMMENDER SYSTEMS; SOFTWARE AGENTS;

ACCESS HISTORY; CONFERENCING SYSTEMS; COURSE MATERIAL; ON-LINE ACCESS; ONLINE LEARNING; ONLINE SIMULATION; RECOMMENDER AGENT; WEB RESOURCES;

E-LEARNING;

EID: 84964556767     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIE.2002.1185862     Document Type: Conference Paper

References (20)

1. R. Agrawal, T. Imielinski, and A. Swami. Mining association rules between sets of items in large databases. In Proc. 1993 ACM-SIGMOD Int. Conf. Management of Data, pages 207-216, Washington, D.C., May 1993.
2. B. Berendt. Detail and context in web usage mining: Coarsening and visualizing sequences. In R. Kohavi, B. Masand, M. Spiliopoulou, and J. Srivastava, editors, WEBKDD 2001-Mining Web Log Data Across All Customer Touch Points, pages 1-24. Springer Verlag, 2002.
3. T. C. C. Groeneboer, D. Stockley. Virtual-u: A collaborative model for online learning environments. In Second International Conference on Computer Support for Collaborative Learning, Toronto, Canada, December 1997.
4. I. Cadez, D. Heckerman, and C. Meek. Visualization of navigation patterns on web site using model based clustering. In ACM Int. Conf. on Knowledge Discovery and Data Mining (SIGKDD'00), pages 280-284, Boston, USA, August 2000.
5. S. Chee, J. Han, and K. Wang. Rectree: An efficient collaborative filtering method. In 3rd Int. Conf. On Data Warehousing and Knowledge Discovery (DAWAK 2001), LNCS 2114, pages 141-151, Munich, Germany, September 2001. Springer Verlag.
6. E. Chi, J. Pitkow, J. Mackinlay, P. Pirolli, and J. Konstan. Visualizing the evolution of web ecology. In ACM CHI'98 Conference on Human Factors in Computing Systems, page 644.645, Los Angeles, USA, 1998.
7. R. Cooley, B. Mobasher, and J. Srivastava. Web mining: information and pattern discovery on the world wide web. In 9th IEEE International Conference on Tools with Artificial Intelligence, pages 558-567, 1997.
8. R. Cooley, B. Mobasher, and J. Srivastava. Data preparation for mining world wide web browsing patterns. Knowledge and Information Systems, 1(1):5-32, 1999.
9. H. A. Edelstein. Pan for gold in the clickstream, March 2001. http://www.informationweek.com/828/mining.htm.
10. U. Fayyad, G. Grinstein, and A. Wierse. Information Visualization in Data Mining and Knowledge Discovery. Morgan Kaufmann Publisher, 2001.
11. A. Foss, W. Wang, and O. R. Zaïane. A non-parametric approach to web log analysis. In Web Mining Workshop in conjunction with the SIAM International Conference on Data Mining, pages 41-50, Chicago, IL, USA, April 2001.
12. J. Han and M. Kamber. Data Mining, Concepts and Techniques. Morgan Kaufmann, 2001.
13. T. Munzner and P. Burchard. Visualizing the structure of the world-wide web in 3d hyperbolic space. In Proceedings of VRML'95, 1995.
14. M. Spiliopoulou, L. C. Faulstich, and K. Winkler. A data miner analyzing the navigational behaviour of web users. In workshop on Machine Learning in User Modeling of the ACAI'99, Creta, Greece, July 1999.
15. J. Srivastava, R. Cooley, M. Deshpande, and P. Tan. Web usage mining: Discovery and applications of usage patterns form web data. SIGKDD Explorations, 1(2), January 2000.
16. R. G. T. Zheng, Y. Niu. Webframe: in pursuit of computationally and congnitively efficient web mining. In 6th Pacific-Asia Conference on Knowledge Discovery and Data Mining, pages 264-275, Taipei, Taiwan, May 2002.
17. Webct, available on August 2002. http://www.webct.com/.
18. O. R. Zaïane. Web usage mining for a better web-based learning environment. In Proc. of Conference on Advanced Technology for Education, pages 60-64, Banff, AB, June 2001.
19. O. R. Zaïane and J. Luo. Towards evaluating learners' behaviour in a web-based distance learning environment. In Proc. of IEEE International Conference on Advanced Learning Technologies (ICALT01), pages 357-360, Madison, WI, August 2001.
20. O. R. Zaïane, M. Xin, and J. Han. Discovering web access patterns and trends by applying OLAP and data mining technology on web logs. In Proc. Advances in Digital Libraries ADL'98, pages 19-29, Santa Barbara, CA, USA, April 1998.