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Abstract
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Article Information:
Intelligent Adaptive E-learning Model for Learning Management System
S. Bhaskaran and P. Swaminathan
Corresponding Author: S. Bhaskaran
Submitted: September 14, 2013
Accepted: October 01, 2013
Published: April 25, 2014 |
Abstract:
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In this study we have proposed an Intelligent Adaptive e-Learning Model that incorporates the ability to intelligently classify learners. There is a need for learning to continue, whether learners are on- or off-line. This study emphasize on developing an agent-based personalized adaptive learning model. This model is deployed as a service using agent technology and not just as an application as is the case with all other available LMS. We tested Intelligent Adaptive e-Learning Model prototype that implements an adaptive presentation of course content under conditions of intermittent Internet connections on postgraduate students studying a networking course. The study found out that it is possible for learners to study under both off-line and on-line modes through adaptive learning and the Intelligent Adaptive E-Learning system successfully classified learners and the accuracy was 85%.
Key words: Adaptive learning system, intelligent training systems, learning management system, software agent technology, , ,
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Cite this Reference:
S. Bhaskaran and P. Swaminathan, . Intelligent Adaptive E-learning Model for Learning Management System. Research Journal of Applied Sciences, Engineering and Technology, (16): 3298-3303.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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