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Combining intelligent methods for learner modelling in exploratory learning environments

Magoulas, George D. and Cocea, Mihaela (2008) Combining intelligent methods for learner modelling in exploratory learning environments. In: 1st International Workshop on Combinations of Intelligent Methods and Applications - in conjunction with the 18th European Conference on Artificial Intelligence, July 21-22, 2008, Patras, Greece.

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Most of the existing learning environments work in wellstructured domains by making use of or combining AI techniques in order to create and update a learner model, provide individual and/or collaboration support and perform learner diagnosis. In this paper we present an approach that exploits the synergy of case-base reasoning and soft-computing for learner modelling in an ill-structured domain for exploratory learning. We present the architecture of the learner model, the knowledge formulation in terms of cases and illustrate its application in an exploratory learning environment for mathematical generalisation.

Item Type: Conference or Workshop Item (Paper)
School or Research Centre: Birkbeck Schools and Research Centres > School of Business, Economics & Informatics > Computer Science and Information Systems
Depositing User: Administrator
Date Deposited: 14 Sep 2010 11:15
Last Modified: 17 Apr 2013 12:17

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