A method for learner grouping based on personality clustering

Proceedings - 2006 10th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2006

Volumn , Issue , 2006, Pages 1420-1425

  Jin, Du ^a   Qinghua, Zheng ^a   Jiao, Ding ^a   Zhiyong, Gong ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Clustering; Grouping; Personalization; Web based learning

Indexed keywords

CLUSTERING ALGORITHMS; COMPUTER SUPPORTED COOPERATIVE WORK; MATHEMATICAL MODELS; WEB SERVICES;

K-MEANS ALGORITHM; LEARNER MODEL; WEB-BASED LEARNING;

LEARNING SYSTEMS;

EID: 34547687528     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSCWD.2006.253206     Document Type: Conference Paper

References (11)

1. J. M. Carey, C. Kacmar, "The Impact of Communication Mode and Task Complexity on Small Group Performance and Member Satisfaction". Computers in Human Behavior, 13(1), pp. 23-49.
2. Pinde Chen, Kedong Li, "Design of Student Model Centered Web based Adaptive Learning System", in Proceedings STTE2002, Nashville, Tennessee, USA, 2002.
3. "PAPI Learner Model", IEEE Learning Technology Standards Committee (LTSC), IEEE 1484.2.
4. Jun Liu, Renhou Li, Qinghua Zheng, "Study on the Personality Mining Method for Learners in Network Learning", Academic Journal of Xi'an Jiaotong University, 38(6), 2004, pp. 575-578.
5. Jin Du, Qinghua Zheng, Haifei Li, Wenbin Yuan, "The Research of Mining Association Rules between Personality and Behavior of Learner under Web-Based Learning Environment", The 4th International Conference on Web-based Learning (ICWL 2005) , July31-Auguest 3, 2005 , Hong Kong SAR, China, pp. 406-417.
6. Jiawei Han, Micheline Kamber. Data Mining: Concepts and Techniques, Morgan kaufamnn Publishers, 2001.
7. Pawan Lingras, Xiangdong Huang, "Statistical, Evolutionary, and Neurocomputing ClusteringTechniques: Cluster-Based vs Object-Based Approaches", Artificial Intelligence Review archive, 23(1), March 2005, pp. 3-29.
8. Eyong B. Kim, "The Role of Personality in Web-Based Distance Education Courses", Communications of the ACM, 47(3), 2004.
9. http://www.usdla.org/
10. Wendi Fu, The development Intelligence and the Guide of Psychometrics, Harbin Publishing House.
11. R. Cooley, et al. "Web Mining: Information and Pattern Discovery on the World Wide Web". Proceedings of the 9th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'97), November, 1997, pp. 558-567.