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Using similarity measures for collaborating groups formation: A model for distance learning environments

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Author Info
Pollalis, Yannis A.
Mavrommatis, George

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Abstract

Adaptability to each separate user's needs and preferences is a common concern in modern e-learning systems. Among various adaptation techniques described in recent research, collaboration support seeks to create groups that efficiently work together in order to advance user's learning. This paper defines two similarity coefficients between users and learning objects and focuses on automatic creation of properly matching collaborating groups based on an algorithmic approach. By adopting methods derived from Group Technology, the method simultaneously selects appropriate learning objects to form a corresponding educational package for each group, thus assuring optimal value of user's learning.

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File URL: http://www.sciencedirect.com/science/article/B6VCT-4R8NB9J-8/2/3343ad194995bbc865c9f608298484bf
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Publisher Info
Article provided by Elsevier in its journal European Journal of Operational Research.

Volume (Year): 193 (2009)
Issue (Month): 2 (March)
Pages: 626-636
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Handle: RePEc:eee:ejores:v:193:y:2009:i:2:p:626-636

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Web page: http://www.elsevier.com/locate/eor

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Related research
Keywords: Education Distance learning Information retrieval Clustering methods Group technology Collaboration;

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This page was last updated on 2009-12-30.


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