A knowledge-driven model to personalize e-learning

This article highlights basic issues that have hindered e-learning systems from becoming the revolutionary force it could be for education. While current systems aim to foster significant improvements in learning, this article argues that most systems are still limited to just being online repositories. This and the lack of learning personalization has become a topic for research. A knowledge-driven model to personalize e-learning is proposed in this article. A novel methodology for eliciting and personalizing tacit knowledge is presented. We focus on describing the complex information processing in terms of knowledge, rather than the details of its implementation.

[1]  Thomas H. Davenport,et al.  Book review:Working knowledge: How organizations manage what they know. Thomas H. Davenport and Laurence Prusak. Harvard Business School Press, 1998. $29.95US. ISBN 0‐87584‐655‐6 , 1998 .

[2]  Peter W. Eklund,et al.  Conceptual Structures: Knowledge Representation as Interlingua , 1996, Lecture Notes in Computer Science.

[3]  M. Fischetti Working knowledge. , 2003, Scientific American.

[4]  Diane J. Hanson,et al.  E-Learning: Strategies for Delivering Knowledge in the Digital Age , 2003, J. Educ. Technol. Soc..

[5]  Suprateek Sarker,et al.  Exploring the Myths about Online Education in Information Systems , 2005, Informing Sci. Int. J. an Emerg. Transdiscipl..

[6]  H. Gardner Intelligence Reframed: Multiple Intelligences for the 21st Century , 1999 .

[7]  J. Tagg,et al.  From Teaching to Learning — A New Paradigm For Undergraduate Education , 1995 .

[8]  Marco Ronchetti,et al.  Knowledge management in an e-learning system , 2004, IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings..

[9]  Chao Boon Teo Concept Map Approach to E-learning , 2004 .

[10]  Amy Bruckman,et al.  The future of e-learning communities , 2002, CACM.

[11]  Miltiadis D. Lytras,et al.  E-LEARNING: JUST A WASTE OF TIME , 2001 .

[12]  Yam San Chee Distance Education and E-Learning in the Digital Age: Critical Considerations , 2004 .

[13]  Brian Detlor,et al.  Web Work: Information Seeking and Knowledge Work on the World Wide Web , 2000 .

[14]  Kostas S. Metaxiotis,et al.  Knowledge and information management in e-learning environments; the user agent architecture , 2002, Inf. Manag. Comput. Secur..

[15]  Rokia Missaoui,et al.  Formal Concept Analysis for Knowledge Discovery and Data Mining: The New Challenges , 2004, ICFCA.

[16]  M. F.,et al.  Bibliography , 1985, Experimental Gerontology.

[17]  Bernhard Ganter,et al.  Formal Concept Analysis: Mathematical Foundations , 1998 .

[18]  R. Wille Concept lattices and conceptual knowledge systems , 1992 .

[19]  K. Sweeney Personal knowledge , 2006, BMJ : British Medical Journal.

[20]  Robert M. Grant,et al.  The knowledge-based view of the firm: Implications for management practice , 1997 .

[21]  Pithamber R. Polsani,et al.  Use and Abuse of Reusable Learning Objects , 2006, J. Digit. Inf..

[22]  James A. Hendler,et al.  The Semantic Web" in Scientific American , 2001 .

[24]  Gord McCalla,et al.  The Ecological Approach to the Design of E-Learning Environments: Purpose-based Capture and Use of Information About Learners , 2004 .

[25]  Chao Boon Teo Content authoring system to personalize e-learning , 2005 .

[26]  Marc J. Rosenberg Redefining E‐learning , 2003 .