Adaptation improvement using fuzzy logic

A module of a Student Model in a Virtual Learning Environment will be presented in order to promote the personalization of instructional material based on the dynamic knowledge levels and learning styles. The improvement is provided by the inclusion experts' experience in the teaching field who...

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Detalles Bibliográficos
Autores: Huapaya, Constanza Raquel, Guccione, Leonel, Benchoff, Delia Esther, Lizarralde, Francisco Ángel José, Gonzalez, Marcela P.
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2015
País:Argentina
Institución:Universidad Nacional de La Plata
Repositorio:SEDICI (UNLP)
Idioma:inglés
OAI Identifier:oai:sedici.unlp.edu.ar:10915/50202
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/50202
Access Level:acceso abierto
Palabra clave:Ciencias Informáticas
Engineering
Adaptación
Lógica Difusa
learning styles
Descripción
Sumario:A module of a Student Model in a Virtual Learning Environment will be presented in order to promote the personalization of instructional material based on the dynamic knowledge levels and learning styles. The improvement is provided by the inclusion experts' experience in the teaching field whose opinions have been expressed in fuzzy rules using two input linguistic variables (knowledge level and learning style) and two linguistic output variables (difficulty level and individual/group work). These last two variables categorize instructional materials.