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An Ontological Approach to Support Personalized E-Learning System
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 61 - Number 2 |
| Year of Publication: 2013 |
| Authors: Kalla Madhu Sudhana, V. Cyril Raj, K. T. Sikamani |
10.5120/9897-4475
|
Kalla Madhu Sudhana, V. Cyril Raj, K. T. Sikamani . An Ontological Approach to Support Personalized E-Learning System. International Journal of Computer Applications. 61, 2 ( January 2013), 1-6. DOI=10.5120/9897-4475
Abstract
Learners who use educational applications need to get suitable learning material in their concerned domain. However, their level of knowledge, preferences and interests are different. The e-learning system should be able to deliver suitable learning materials based on learner's preferences and knowledge. The solution is knowledge based personalized model-driven approach. The learner-model and domain-model plays an important role for delivering personalized learning material to learner. In this paper we proposed an ontological representation of learner-model with domain and educative support preferences along with this we described various categories of information that needs to be considered while developing the domain ontology for managing e-learning material. Finally the concerned architectural overview of ontology based e-learning system is proposed.
References
- Sieg, A. , Mobasher, B. , and Burke, R. (2007). Learning ontology-based user profiles: A semantic approach to personalized. IEEE Intelligent Informatics Bulletin, 8(1):7–17.
- Ribeiro, C. M. F. A. , Rosa, N. S. , Cunha, P. R. F. , An Ontological Approach for Personalized Services. , in: Proceedings of the 20th International Conference on Advanced information Networking and Applications (AINA'06), v. 2, pp. 729-733
- D. Vallet, I. Cantador, M. Fernandez, and P. Castells. "A Multi- Purpose Ontology-Based Approach for Personalized Content Filtering and Retrieval," Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization (SMAP '06). IEEE Computer Society, Washington, DC, USA, pp. 19-24.
- M. A. Ramadhanie, S. Aminah, A. N. Hidayanto and A. A. Krisnadhi, Design and Implementation of Learning Object Ontology for e-Learning Personalization, International Conference on Advanced Computer Science and Information System, pp. 428-433, 2009.
- Aroyo, L. , Denaux, R. , Dimitrova, V. , Pye, M. (2006). Interactive Ontology-Based User Knowledge Acquisition: A Case Study. European Semantic Web Conference, 560–574.
- Chih-Ming Chen, Hahn-Ming Lee, and Ya Hui Chen. Personalized e-learning system using item response theory. Computers & Education, 44(3):237{255, April 2005.
- Middleton, S. E. , Alani, H. , Shadbolt, N. R. , and Roure, D. C. D. (2002). Exploiting synergy between ontologies and recommender systems. Proceedings of Semantic Web Workshop 2002 At the Eleventh International World Wide Web Conference, 41–50.
- Dicheva D. , Aroyo, L. (2000). An approach to intelligent information handling in webbased learning environments. Proceedings of International Conference on Artificial Intelligence, CSREA Press, 1327–1333.
- Kalla. Madhu Sudhana, V. Cyril Raj and R. M. Suresh. An Ontological Approach for Enriching Metadata of Learning Objects to Support Effective e-Learning. International Journal of Computer Science and Network Security, VOL. 12 No. 10, October 2012. pp. 68-73.
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