Assessing method for e-learner clustering

Proceedings of the 2007 11th International Conference on Computer Supported Cooperative Work in Design, CSCWD

Volumn , Issue , 2007, Pages 979-983

  Zheng, Qinghua ^a   Ding, Jiao ^a   Du, Jin ^a   Tian, Feng ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Clustering validity index; CSCW; E learning; Personalized

Indexed keywords

CHLORINE COMPOUNDS; CLUSTERING ALGORITHMS; E-LEARNING; EDUCATION; GROUPWARE; INTERACTIVE COMPUTER SYSTEMS; INTERNET; LEARNING SYSTEMS; MULTIMEDIA SYSTEMS;

ASSESSING METHOD; CLUSTERING ANALYSIS; CLUSTERING VALIDITY INDEX; CO-OPERATIVE LEARNING; COMPUTER-SUPPORTED COOPERATIVE WORK; CSCW; DATA SETS; INTERNATIONAL CONFERENCES; LEARNING STRATEGIES; PERSONALIZED; PERSONALIZED E-LEARNING; VALIDITY ASSESSMENT;

FLOW OF SOLIDS;

EID: 47649105336     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSCWD.2007.4281571     Document Type: Conference Paper

References (14)

1. H. Rego, T. Moreira, F. Garcia, E. Morales and H. Barbosa, "Educational Technological Specifications to support Distance Education in an E-Learning Platform", Proceeding 6th Annual International Conference on Information Technology Based Higher Education and Training (ITHET'05), Juan Dolio, Dominican Republic, July 7-9, pp. F2C/7-F2C12
2. A. Binemann-Zdanowicz, K. Schewe and B. Thalheim, "Adaptation to Learning Styles", Proceedings of the IEEE International Conference on Advanced Learning Technologies (ICALT'04), Joensuu, Finland, Aug.30-Sep.1, pp. 121-125
3. C. G. Minetou, S. Y. Chen and X. Liu, "Grouping Users' Communities in an Interactive Web-based Learning System: A Data Mining Approach", Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies (ICALT'05), Santo, Dominican Republic, July 7-9, pp. 474-475
4. F. Yang, P. Han, R. Shen, B. J. Kraemer and X. Fan, "Cooperative Learning in Self-Organizing E-Learner Communities Based on a Multi-Agents", Al 2003, LNAI 2903, pp. 490-500, 2003.
5. R. Kaschek, K. Schewe, B.Thalheim, T. Kuss and B.Tschiedel, "Learner Typing for Electronic Learning Systems", Proceedings of the IEEE International Conference on Advanced Learning Technologies (ICALT'04), Joensuu, Finland, Aug.30-Sep. 1, pp. 375-379
6. J. Du, Q. Zheng, J. Ding and Z. Gong, "A Method for Learner Grouping Based on Personality Clustering", Proceeding 10th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2006), Nanjing, china, May3-5, pp.1420-1425
7. M. Kim and R.S. Ramakrishna, "New indices for cluster validity assessment", Pattern Recognition Letters 26 (2005) 2353-2363
8. Y. Kim and S. Lee, "A Clustering Validity Assessment Index", PAKDD 2003, LNAI 2637, pp. 602-608, 2003.
9. B.A. Carlson, "UNSUPERVISED TOPIC CLUSTERING OF SWITCHBOARD SPEECH MESSAGES", Proceeding 1996 International Conference on Acoustics, Speech, and Signal Processing (ICASSP'96), Atlanta, Georgia, U.S.A., May 7-10, pp. 315-318
10. Halkidi, M., Varzirgiannis and M., "Clustering Validity Assessment: Finding the Optimal Partitioning of a Data Set", Proceeding 2001 IEEE International Conference on Data Mining (ICDM'01), San Jose, California, USA, November 29, pp. 187-194
11. http://202.117.16.110:8086/
12. F. Yang, P. Han, R. Shen, B. J. Kraemer and X. Fan, "Cooperative Learning in Self-Organizing E-Learner Communities Based on a Multi-Agents Mechanism", AI 2003, LNAI 2903, pp. 490-500, 2003
13. M. Halkich and M. Vazirgiannis, "A Data Set Oriented Approach for Clustering Algorithm Selection", PKDD 2001, LNAI 2168, pp. 165-179, 2001.
14. http://www.weka.net.nz/