Multi-model, metadata driven approach to adaptive hypermedia services for personalized eLearning

Conlan, O. and Wade, V. and Bruen, C. and Gargan, M. (2002) Multi-model, metadata driven approach to adaptive hypermedia services for personalized eLearning. In: 2nd International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, AH 2002, Malaga.

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Abstract

One of the major obstacles in developing quality eLearning content is the substantial development costs involved and development time required [12]. Educational providers, such as those in the university sector and corporate learning, are under increasing pressure to enhance the pedagogical quality and technical richness of their course offerings while at the same time achieving improved return on investment. One means of enhancing the educational impact of eLearning courses, while still optimizing the return on investment, is to facilitate the personalization and repurposing of learning objects across multiple related courses. However, eLearning courses typically differ strongly in ethos, learning goals and pedagogical approach whilst learners, even within the same course, may have different personal learning goals, motivations, prior knowledge and learning style preferences. This paper proposes an innovative multi-model approach to the dynamic composition and delivery of personalized learning utilizing reusable learning objects. The paper describes an adaptive metadata driven engine that composes, at runtime, tailored educational experiences across a single content base. This paper presents the theoretical models, design and implementation of the adaptive hypermedia educational service. This service is currently being successfully used for the delivery of undergraduate degree courses in Trinity College, Dublin as well as being used as part of a major EU research trial. © 2002 Springer-Verlag Berlin Heidelberg.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Conference code: 96074; Cited By :9; Export Date: 23 February 2015; Correspondence Address: Conlan, O.; Knowledge and Data Engineering Group, Trinity College, Dublin, Ireland; email: oconlan@cs.tcd.ie; References: ADL Sharable Content Object Reference Model, , http://www.adlnet.org/, Version 1.2; (1999) AICC CMI Guidelines for Interoperability, , Revision 3.0.1, Release 24 November; Brusilovsky, P., Methods and techniques of adaptive hypermedia Spec. Iss. on Adaptive Hypertext and Hypermedia, User Modeling and User-Adapted Interaction, 6 (2-3), pp. 87-129. , P. Brusilovsky and J. Vassileva (eds.); Brusilovsky, P., Adaptive educational systems on the world-wideweb: A review of available technologies (1998) Proceedings of Workshop WWW-Based Tutoring "at 4th International Conference on Intelligent Tutoring Systems (ITS'98), , San Antonio, TX; Conlan, O., Hockemeyer, C., Lefrere, P., Wade, V., Albert, D., Extending educational metadata schemas to describe adaptive learning resources (2001) Hugh in Proceedings of the Twelfth ACM Conference on Hypertext and Hypermedia (Hypertext 2001), pp. 161-162. , New York: Association of Computing Machinery (ACM) 2001; Educators Access to Services in the Electronic Landscape (EASEL), , http://www.fdgroup.com/easel/, EC IST project 10051; Fretwell-Downing Education, , http://www.fdlearning.com; Honey, P., Mumford, A., (1992) The Manual of Learning Styles, , 3rd Edition, ISBN 0 9508444 7 0; IMS Learning Resource Metadata, , http://www.imsproject.com/metadata/, Version 1.2; Java Expert System Shell, , http://herzberg.ca.sandia.gov/jess/, Version 6.0; JavaServer Pages Technology, , http://java.sun.com/products/jsp/, Sun Microsystems; Marchionini, G., The costs of educational technology: A framework for assessing change Proceedings of Ed-Media 95, World Conference of Educational Multimedia and Hypermedia, , H. Maurer (Ed.), Graz, Austria; Stauffer, K., (1996) Student Modelling & Web-Based Learning Systems; Tomcat, J., The Apache Software Foundation, , http://jakarta.apache.org/tomcat/; Fleming, N.D., I'm different; Not dumb. Modes of presentation (VARK) in the tertiary classroom (1995) Research and Development in Higher Education, Proceedings of the 1995 Annual Conference of the Higher Education and Research Development Society of Australasia (HERDSA), HERDSA, 18, pp. 308-313. , Zelmer, A., (Ed.); Extensible Markup Language, XML, , http://www.w3.org/XML/; Extensible Stylesheet Language, XSL, , http://www.w3.org/Style/XSL/
Uncontrolled Keywords: Design and implementations; Educational experiences; Personalized e-learning; Personalized learning; Return on investments; Reusable learning object; Trinity College , Dublin; Undergraduate degrees; Metadata; Profitability; Websites; Teaching
Depositing User: National Forum
Date Deposited: 30 Nov 2015 18:39
Last Modified: 30 Nov 2015 18:39
URI: http://eprints.teachingandlearning.ie/id/eprint/2030

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