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, Laurence; Tourigny, 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|
|Open Access Date:||16 April 2018|
|Collection:||Thèses et mémoires|
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