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IOS Press, (2002)
A multi-agent and emergent approach to student modelling
Carine Webber 1, Sylvie Pesty 1, Nicolas Balacheff 1
(2002)

User modelling has been a central issue in the development of user-adaptive systems, which behaviour is usually based on the user's preferences, goals, interests and knowledge. This is particularly the case when the user is a student and the system is a computer-based learning environment. The aim of this paper is to present a mechanism for diagnosing and modelling learner's conceptions based on a theoretical model of conceptions. Our approach takes the diagnosis of learner's conceptions as the emergent result of the collective actions of agents sharing an environment, transforming it and as a consequence influencing new actions. We apply techniques from voting theory for group-decision-making. This approach is at the core of the design of a distance learning platform for the learning of geometry.
1:  Laboratoire Leibniz (Leibniz - IMAG)
CNRS : UMR5522 – Université Joseph Fourier - Grenoble I – Institut National Polytechnique de Grenoble (INPG)
Computer Science/Technology for Human Learning

Humanities and Social Sciences/Education
Student modeling – cognitive diagnosis
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