Intelligent learning system for online learning

Authors:
Fatma Cemile Serçe;Ferda Nur Alpaslan;Lakhmi C. Jain
Affiliations:
(Correspd. E-mail: cemileserce@gmail.com) Department of Information Systems Engineering, Ankara, Turkey;Computer Engineering Department, Middle East Technical University, Ankara, Turkey;University of South Australia, Adelaide, SA, 5095, Australia
Venue:
International Journal of Hybrid Intelligent Systems - Recent Advances in Intelligent Paradigms Fusion and Their Applications
Year:
2008

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Abstract

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.