Hidden Markov model based characterization of content access patterns in an e-learning environment

IEEE International Conference on Multimedia and Expo, ICME 2005

Volumn 2005, Issue , 2005, Pages 201-204

  Fok, Apple W P ^a   Wong, H S ^a   Chen, Y S ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

E-LEARNING SYSTEM; HIDDEN MARKOV MODEL; PERSONALIZED EDUCATION (PE);

MARKOV PROCESSES; MULTIMEDIA SYSTEMS; USER INTERFACES;

DISTANCE EDUCATION;

EID: 33750564238     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2005.1521395     Document Type: Conference Paper

References (8)

1. Apple W. P. Fok and Horace H. S. Ip, Personalized Education (PE) - Technology Integration for Individual Learning, Proc. of 3rd International Conference on Web-Based Education, pp.48-53, Austria, 2004.
2. Phillip L. Ackerman, Traits and Knowledge as Determinants of Learning and Individual Differences: Putting It All Together, Learning and Individual Differences, Process, Trait, And Content Determinants, the American Psychological Association, P.437-460, 1999.
3. L. Rabiner, A tutorial on Hidden Markov Models and selected applications in speech recognition, Proc. IEEE, vol. 77, no. 2, pp. 257-286, 1989.
4. M. Bicego, V. Murino, Investigating Hidden Markov Model's capabilities in 2D shape classification, IEEE Trans. PAMI, vol. 26, no. 2, pp. 281-286, 2004.
5. R. Sarukkai, Link prediction and path analysis using Markov chains, Computer Networks 33: 377-386, 2000.
6. M. Deshpande and G. Karypis, Selective Markov models for predicting web page accesses, ACM Trans. on Internet Technology 4(2): 163-184, 2004
7. D. Hand et al., Principles of data mining, Cambridge, MIT Press, 2001.
8. Apple W P Fok and Horace H S Ip, WELS - A Supportive Teaching and Learning Web-based Environment for Primary Schools, Proc. of GCCCE 2004, pp 326-329, 2004.