Avanços na modelagem automática e dinâmica de estilos de aprendizagem de estudantes em sistemas adaptativos e inteligentes para educação: uma análise experimental

André Vinícius Gonçalves, Alessandro Vivas, Luciana Assis, Cristiano Pitangui, Fabiano Dorça

Resumo


This paper aims to make a comparative study of new approaches to automatic and dynamic modeling of learning styles in adaptive and intelligent educational systems. We proposes modifications to the Student and Pedagogical Models. We achieved on average an improvement 6.1% in the performance evaluation of the student and an average reduction of 68.3% in the learning problems, demonstrating the effectiveness of this approach.

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DOI: http://dx.doi.org/10.5753/cbie.sbie.2016.1006