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Proposition de l'architecture de l'agent gestionnaire du modèle de l'apprenant dans un système tuteur multi-agents en apprentissage de la lecture : contribution au projet AMICAL

Abstract : In this thesis we propose an architecture for a learner model manager agent in a multiagent reading tutor. This agent aims to both build the learner model and answer queries from the other agents of the system about that model. Our problematic was both to find out the best knowledge representation for the learner model in the specific domain of learning to read and to propose mechanisms to build this learner model integrated in the learner model manager agent. To build the learner model, the developed agent has to analyze the recorded interactions between the learner and the system and to put forward hypotheses on the level of knowledge of the learner. Then, the hypotheses are added to the existing learner model. The architecture proposed in this thesis is a multilayer architecture where each layer is itself a multiagent system. The agent is composed of three layers: the communication layer manages communications between the inner agent and the rest of the agents of the system; the analysis layer aims to put forward hypotheses on the level of knowledge of the learner; the model layer provides both the storage and the update of the learner model. Each layer is composed of a particular type of agent: the communication layer is composed of communication agents, the analysis layer is composed of analysis agents and the model layer is composed of knowledge agents.
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https://tel.archives-ouvertes.fr/tel-00449160
Contributor : Didier Fragne <>
Submitted on : Wednesday, January 20, 2010 - 10:35:13 PM
Last modification on : Monday, October 19, 2020 - 11:00:06 AM
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Didier Fragne. Proposition de l'architecture de l'agent gestionnaire du modèle de l'apprenant dans un système tuteur multi-agents en apprentissage de la lecture : contribution au projet AMICAL. Informatique [cs]. Université Blaise Pascal - Clermont-Ferrand II, 2009. Français. ⟨tel-00449160⟩

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