Intelligent learning system for online learning

Date

2008-10-01

Author

Serçe, Fatma Cemile
Alpaslan, Ferda Nur
Jain, Lakhmi

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The paper presents an Adaptive Intelligent Learning System (AILS) designed to be used with any Learning Management System (LMS). The adaptiveness provides uniquely identifying and monitoring the learner's learning process according to the learner's profile. AILS has been implemented as a multi-agent system. The agents were developed as JADE agents. The paper presents the learning model, system components, agent behavior in learner scenarios, the ontologies used in agent communications, and the adaptive strategies. The sample application of the AILS to a dummy LMS is also given.

Subject Keywords

Adaptive Learning Systems, Intelligent Learning Management Systems, Multi-agent Systems, Distance Learning, Fusion of Agents and Learning

URI

https://hdl.handle.net/11511/69419

Journal

International Journal of Hybrid Intelligent Systems

DOI

https://doi.org/10.3233/his-2008-5303

Collections

Department of Computer Engineering, Article

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Citation Formats

F. C. Serçe, F. N. Alpaslan, and L. Jain, “Intelligent learning system for online learning,” International Journal of Hybrid Intelligent Systems, pp. 129–141, 2008, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/69419.