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Intelligent learning system for online learning
Date
2008-10-01
Author
Serçe, Fatma Cemile
Alpaslan, Ferda Nur
Jain, Lakhmi
Metadata
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Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
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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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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.