Modélisation de l'apprenant dans le cadre d'un environnement informatique pour l'apprentissage humain offrant des conseils personnalisés

Authors: Zhang, Yuan Fan
Advisor: Capus, LaurenceTourigny, Nicole
Abstract: We elaborated a Learner Model (LM) that allows the environment to give personalized advices according to a learner’s knowledge. The elaboration is regarding to the learning-by-examples environments. The LM we proposed contains five categories of parameters: personal data, learner’s characteristics, learning state, learner’s interactions with the system, and learner’s knowledge. Our model was designed based on CommonKADS. A prototype demonstrates especially its representation and the algorithm of assessing the learner’s knowledge. A validation on this assessment alowed to verify the good functioning of the prototype. A generic framework for modeling learner’s knowledge in a general learning environment is also developed. The model could serve as a guideline to facilitate developments of LM, which help to improve the intelligence of the environments.
Document Type: Mémoire de maîtrise
Issue Date: 2010
Open Access Date: 16 April 2018
Grantor: Université Laval
Collection:Thèses et mémoires

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