A web based adaptive educational system

Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007

Volumn , Issue , 2007, Pages 286-291

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

^a IEEE

^b GAZI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

DOMAIN MODELING; EDUCATIONAL SYSTEMS; HYPERMEDIA; INTERNATIONAL CONFERENCES; KNOWLEDGE DOMAINS; MACHINE-LEARNING; NAIVE BAYES CLASSIFIER (NBC); OVERLAY MODELING; STEPPER MOTORS; USER MODELLING; USER'S PREFERENCES; VOCATIONAL EDUCATION; WEB BASED;

ADAPTIVE SYSTEMS; APPRENTICES; ARTIFICIAL INTELLIGENCE; EDUCATION; LEARNING SYSTEMS; MOTORS; ROBOT LEARNING; STEPPING MOTORS; STUDENTS; TEACHING;

EDUCATION COMPUTING;

EID: 47349108889     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2007.11     Document Type: Conference Paper

References (21)

1. P. Brusilovsky., J. Eklund., "A Study of User Model Based Link Annotation in Educational Hypermedia", Journal of Universal Computer Science, 1998, pages 429-448.
2. G. D. Magoulas., K. Papanikolaou., M. Grigoriadou., "Towards a computationally intelligent lesson adaptation for a distance learning course", In Proceedings of the IEEE International Conference on Tools with Artificial Intelligence, Chicago, 1999, pages 5-11.
3. Z. Ihsak, M. M. R. Arshad, P. Sumari, "Adaptive Hypermedia System in Education (review of available technologies)", IEEE ICICS-PCM Singapore, 2003, pages 15-18.
4. C. Frasson, E. AIMEUR, "Designing a multi-strategic ITS for Training in Industry", Elseiver Science Computers in Industry, 1998, pages 153-167.
5. A. Kavcic, "Fuzzy User Modeling for Adaptation in Educational Hypermedia", IEEE Transactions on Systems, Vol. 34, No. 4, 2004, pages 439-449.
6. A. Kavcic, M. Privosnik, M. Marolt, S. Divjak, "Educational Hypermedia: An Evaluation Study", IEEE MELECON 2002, 2002, pages 80-84.
7. N. Stash, A. Cristea, P. De Bra, "Learning styles adaptation language for adaptive hypermedia", Adaptive Hypermedia and Adaptive Web-Based Systems - 4th International. Conference AH 2006, 2006, pages 323-327.
8. K. A. Papanikolaou, M. Grigoriadou, H. Kornilakis, G. D. Magoulas, "Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE", User Modeling and User-Adapted Interaction Kluwer Academic Publishers, 2003, pages 213-267.
9. D. Kelly, B. Tangney, "First Aid for You: Getting to know your Learning Style using Machine Learning", Proceedings of the Fifth IEEE International Conference on Advances Learning Technologies (ICALT'05), 2005, pages 1-3.
10. Armani, J., Botturi, L., Advances in Web-Based Education: Personalized Learning Environments, Information Science Publishing, USA, 2005.
11. P. Brusilovsky, "Developing adaptive educational hypermedia systems: from design models to authoring tools", School of Information Sciences University of Pittsburgh Pittsburgh PA 15260, 2003, pages 1-32.
12. Houben, G. J., Aroyo, L., De Bra, P., Dicheva, D., Adaptable and Adaptive Hypermedia Systems, Hershey, PA, IRM Press, USA, 2005.
13. I. Beaumont, "User Modelling and Hypertext Adaptation in the Tutoring System Anatom-Tutor", User Modeling and User-Adapted Interaction, Springer Netherlands, 1994, pages 21-45.
14. Castillo, G., Gama, J., Breda, A. M., Advances in Web-Based Education: Personalized Learning Environments, Information Science Publishing, USA, 2005.
15. G. Webb, M. Pazzani, D. Billsus, "Machine learning for user modeling", User Modelling and User-Adapted Interaction, Kluwer Academic Publishers, 2000, pages 19-29.
16. M. J. Pazzani, D. Billsus, "Learning and Revising User Profiles: The Identification of Interesting Web sites", Machine Learning, Kluwer Academic Publishers, 1997, pages 313-331.
17. S. Y. Cheng, C. S. Lin, H. H. Chen, J. S. Heh, "Learning and Diagnosis of Individual and Class Conceptual Perspectives: an Intelligent Systems Approach Using Clustering Techniques", Computers & Education, vol. 44, 2005, pages 257-283.
18. F. E. Matinez, S.Y. Chen, X. Liu, "Survey of Data Mining Approaches to User Modeling for Adaptive Hypermedia", IEEE Transactions on Systems, Man Cybernetics-Part C: Applications and Reviews, 2006, pages 734-749.
19. Brusilovsky P., Adaptive Hypertext and Hypermedia, Kluwer Academic Publishers, 1996.
20. Z. Ishak, M. R. M. Arshad, Sumari. P, "Adaptive Hypermedia System in Education: review of available technologies", ICICS-PCM 2003 IEEE, 2003, pages 1767-1771.
21. H. Wu, G. J. Houben, P. De Bra, "AHAM: A Reference Model to Support Adaptive Hypermedia Authoring", Proceedings of the Conference on Information. Science, Antwerp, 1998, pages 51-76.