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Authors: Sukanya Ramabadran and Vivekanand Gopalkrishnan

Affiliation: School of Computer Engineering, Nanyang Technological University, Singapore

ISBN: 978-972-8865-89-4

Keyword(s): e-Learning, Learning Path/Approach, Data Mining Application.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Computer-Supported Education ; e-Learning ; Enterprise Information Systems ; Information Technologies Supporting Learning ; Intelligent Tutoring Systems

Abstract: The evolution of the educational industry from adoption of classroom training methods to e-learning systems has been remarkable and has satisfied its purpose of existence. However, it has not been able to address issues faced by students who do not want to be constricted with a set pattern of progress. Hence, an Intelligent e-Learning Systems (IeLS) framework that facilitates flexibility and maximum learners’ satisfaction, was developed. The framework consists of a presentation component, a data mining component, a business logic component, a content management component and a database component. The data mining component uses techniques such as association rule discovery and conceptual clustering to generate recommendations for students, course coordinators as well as the institute.This framework was implemented using PHP and MySQL with various components such as registration, entry test, tutorials, guest-book and bulletin boards. This system allows flexibility in terms of choice of learning path, change in direction of learning path and change of learning approach. In this paper we discuss the role that such an intelligent e-Learning system plays in satisfying the diverse needs of students. (More)

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Paper citation in several formats:
Ramabadran S.; Gopalkrishnan V. and (2007). INTELLIGENT E-LEARNING SYSTEMS - An Intelligent Approach to Flexible Learning Methodologies.In Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-972-8865-89-4, pages 107-112. DOI: 10.5220/0002401001070112

@conference{iceis07,
author={Sukanya Ramabadran and Vivekanand Gopalkrishnan},
title={INTELLIGENT E-LEARNING SYSTEMS - An Intelligent Approach to Flexible Learning Methodologies},
booktitle={Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2007},
pages={107-112},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002401001070112},
isbn={978-972-8865-89-4},
}

TY - CONF

JO - Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - INTELLIGENT E-LEARNING SYSTEMS - An Intelligent Approach to Flexible Learning Methodologies
SN - 978-972-8865-89-4
AU - Ramabadran, S.
AU - Gopalkrishnan, V.
PY - 2007
SP - 107
EP - 112
DO - 10.5220/0002401001070112

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