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ERIC Number: EJ685302
Record Type: Journal
Publication Date: 2004-Nov
Pages: 10
Abstractor: Author
Reference Count: 16
ISBN: N/A
ISSN: ISSN-0007-1013
Latent Semantic Analysis As a Tool for Learner Positioning in Learning Networks for Lifelong Learning
van Bruggen, Jan; Sloep, Peter; van Rosmalen, Peter; Brouns, Francis; Vogten, Hubert; Koper, Rob; Tattersall, Colin
British Journal of Educational Technology, v35 n6 p729-738 November 2004
As we move towards distributed, self-organised learning networks for lifelong learning to which multiple providers contribute content, there is a need to develop new techniques to determine where learners can be positioned in these networks. Positioning requires us to map characteristics of the learner onto characteristics of learning materials and curricula. Considering the nature of the network envisaged, maintaining data on these characteristics and ensuring their integrity are difficult tasks. In this article we review the usability of Latent Semantic Analysis (LSA) to generate a common semantic framework for characteristics of the learner, learning materials and curricula. Although LSA is a promising technique we identify several research topics that must be addressed before it can be used for learner positioning.
Journal Customer Services, Blackwell Publishing, 350 Main Street, Malden, MA 02148. Tel: 800-835-6770 (Toll Free); Fax: 781-388-8232; e-mail: subscrip@bos.blackwellpublishing.com.
Publication Type: Journal Articles; Reports - Descriptive
Education Level: Adult Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers: N/A