A user modeling approach to web based Adaptive Educational Hypermedia Systems

Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008

Volumn , Issue , 2008, Pages 694-699

  Colak, Ilhami ^a   Sagiroglu, Seref ^a   Kahraman, H Tolga ^a  

^a GAZI UNIVERSITY   (Turkey)

Author keywords

Adaptive Educational Hypermedia Systems; AEHS; User modeling approach

Indexed keywords

ADAPTIVE EDUCATIONAL HYPERMEDIA SYSTEMS; AEHS; DOMAIN MODELS; INDIVIDUAL LEARNING; USER MODELING APPROACH; WEB BASED;

ROBOT LEARNING;

EDUCATION;

EID: 60649085155     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2008.66     Document Type: Conference Paper

References (17)

1. Kosba, E., Dimitrova, V., Boyle, R., "Adaptive feedback generation to support teachers in web-based distance education", User Modeling and User-Adapted Interaction, Springer Netherlands, (2007), Vol. 17, pages 379-411.
2. Hollink, V., Someren M. V., Wielinga, B. J., "Discovering stages in web navigation for problem-oriented navigation support", User Modeling and User-Adapted Interaction, Springer Netherlands, Vol. 17, (2007), pages 183-214.
3. Brusilovsky, P., "Methods and techniques of adaptive hypermedia", User Modeling and User Adapted Interaction, Springer Netherlands, Vol. 6, (1996), pages 87-129.
4. De Bra, P., Houben, G. J., and Wu, H., "AHAM: A Dexterbased reference model for adaptive hypermedia applications", Proceedings of the 10th ACM Conference on Hypertext and Hypermedia New York: ACM Press, (1999), pages 147-156.
5. Martinez, F. E., Magoulas, G., Chen, S., Macredie, R., "Modeling human behavior in user-adapted systems: Recent advances using soft computing techniques", Expert Systems with Applications, Elsevier, (2005), pages 320-329.
6. Bielikova, M., Kuruc, J., "Sharing User Models for Adaptive Hypermedia Applications", Proceedings of the 2005 5th International Conference on Intelligent Systems Design and Applications (ISDA'05) IEEE, Poland, (2005), pages 506-513.
7. Kahraman, H. T., Colak, I., Sagiroglu, S., "A Web Based Adaptive Educational System", Sixth International Conference on Machine learning and Applications ICMLA'07, Orlando, (2007), pages 286-291.
8. Hollink, V., van Someren, M., Wielinga, B. J., "Navigation behavior models for link structure optimization", User Modeling and User-Adapted Interaction, Springer Netherlands, (2007), Vol. 17, pages 339-377.
9. Bernard, F. T., Mammar, H. H., "Modeling Elementary Cognitive abilities for Adaptive Hypermedia Presentation", User Modeling and User-Adapted Interaction, Springer Netherlands, Vol. 15, (2005), pages 459-495.
10. Faraco, R. A., Rosatelli, M. C., Gauthier, F. A. O., "Adaptivity in a Learning Companion System", Proceedings of the IEEE International Conference on Advanced Learning Technologies (ICALT'04), (2004), pages 151-155.
11. Nykanen, O., "Inducing Fuzzy Models for Student Classification" , Educational Technology & Society, (2006), Vol. 9 (2), pages 223-234.
12. Ellis, H. J. C., "An Assessment of a Self-Directed Learning Approach in a Graduate Web Application Design and Development Course", IEEE Transactions on Education, Vol. 50, (2007), pages 55-60.
13. Guzman, E., Conejo, R., Cruz, J-L. P., "Adaptive testing for hierarchical student models", User Modeling and User-Adapted Interaction, Springer Netherlands, (2007), Vol. 17, pages 119-157.
14. Bontcheva, K., Wilks, Y., "Tailoring Automatically Generated Hypertext", User Modeling and User-Adapted Interaction, Springer Netherlands, (2005), Vol. 15, pages 135-138.
15. Colak, I., Kahraman, H. T., Sagiroglu, S., "Architecture of Web Based Adaptive Educational Hypermedia System", Second International Conference on Innovations in Learning for the Future 2008 e-Learning, Istanbul, (2008), pages 358-365.
16. Papanikolaou, K. A., Grigoriadou, M., Kornilakis, H., Magoulas, G. D., "Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE", User Modeling and User Adapted Interaction, Kluwer Academic Publishers, Springer Netherlands, (2003), Vol. 13, pages 213-267.
17. Castillo, G., Gama, J., Breda, A. M., "An Adaptive Predictive Model for Student Modelling", Advances in Web-Based Education: Personalized Learning Environments, Hershey, PA, USA Information Science Publishing, (2005).