A Proposed Framework to Support Adaptivity in E-learning Systems

Date

2015-07

Advisors

Journal Title

Journal ISSN

ISSN

2188-1138

DOI

Volume Title

Publisher

Type

Conference

Peer reviewed

Yes

Abstract

The revolution of the Internet and technology has dramatically changed the educational system in many countries. Learning Management Systems (LMSs) are becoming crucial and widely used in many educational institutions for the adoption of blended and distance learning. However, the “one-size-fit-all” approach is the basis of most of these systems where the differences and preferences such as knowledge level and learning styles of learners are not taken into consideration in their design. In this paper, a generic framework is proposed reflecting a novel approach in order to support adaptivity in LMSs. The framework is composed of two major modules: the Event-Condition-Action (ECA) module and the Multi-agent module. The ECA module is used as the sensing component and source for the Multi-agent module. It provides necessary and real-time data based on predefined pedagogical rules to the multi-agent module which reacts accordingly to provide adaptive experiences in LMSs. This paper has been divided into three parts. The first part provides a background of e-learning systems and adaptivity outlining the technologies used in our proposed framework. The second part discusses our proposed framework with its components. The last part concludes our paper and states our future work.

Description

Keywords

virtual learning environments, adaptive e-learning systems, Learning Management Systems, agent-based systems, ECA

Citation

Al-Omari, M., Carter, J. and Chiclana, F. (2015) A Proposed Framework to Support Adaptivity in E-learning Systems. The European Conference on Technology in the Classroom 2015: Official Conference Proceedings, pp. 231-238

Rights

Research Institute