Skilloscopy: Bayesian Modeling of Decision Makers' Skill
نویسندگان
چکیده
منابع مشابه
From Bayesian Decision-Makers to Bayesian Agents
Bayesian approach to decision making is successfully applied in control theory for design of control strategy. However, it is based on on the assumption that a decision-maker is the only active part of the system. Relaxation of this assumption would allow us to build a framework for design of control strategy in multi-agent systems. In Bayesian framework, all information is represented by proba...
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Modeling and predicting student knowledge is a fundamental task of an intelligent tutoring system. A popular approach for student modeling is Bayesian Knowledge Tracing (BKT). BKT models, however, lack the ability to describe the hierarchy and relationships between the different skills of a learning domain. In this work, we therefore aim at increasing the representational power of the student m...
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ژورنال
عنوان ژورنال: IEEE Transactions on Systems, Man, and Cybernetics: Systems
سال: 2013
ISSN: 2168-2216,2168-2232
DOI: 10.1109/tsmc.2013.2252893