Combination of Bayesian Network and Overlay Model in User Modeling

Loc Nguyen, Phung Do

Abstract


The core of adaptive system is user model containing personal information such as knowledge, learning styles, goalsâ?¦ which is requisite for learning personalized process. There are many modeling approaches, for example: stereotype, overlay, plan recognitionâ?¦ but they donâ??t bring out the solid method for reasoning from user model. This paper introduces the statistical method that combines Bayesian network and overlay modeling so that it is able to infer userâ??s knowledge from evidences collected during userâ??s learning process.

Keywords


user model, learner model, Bayesian network, overlay model

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Copyright (c) 2017 Loc Nguyen, Phung Do


International Journal of Emerging Technologies in Learning (iJET) – eISSN: 1863-0383
Creative Commons License
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