A Stochastic Approach for Automatic and Dynamic Modeling of Students' Learning Styles in Adaptive Educational Systems

A Stochastic Approach for Automatic and Dynamic Modeling of Students' Learning Styles in Adaptive Educational Systems

Considering learning and how to improve students' performances, an adaptive educational system must know how an individual learns best. In this context, this work presents an innovative approach for student modeling through probabilistic learning styles combination. Experiments have shown that...

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Bibliographic Details
Main Authors: Fabiano Azevedo DORÇA, Luciano Vieira LIMA, Márcia Aparecida FERNANDES, Carlos Roberto LOPES
Format: Article
Language:English
Published: Vilnius University 2012-10-01
Series:Informatics in Education
Subjects:
dynamic student modeling
learning styles
probabilistic student model
adaptive educational systems
e-learning
Online Access:http://www.mii.lt/informatics_in_education/pdf/INFE202.pdf

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