Sistemas tutores inteligentes y aprendizaje automático
- Elorriaga Arandia, Jon Ander
- Fernández de Castro, María Isabel
- Gutiérrez Serrano, Julián
ISSN: 0214-932X
Year of publication: 1995
Volume: 28
Issue: 4
Pages: 3-18
Type: Article
More publications in: Informática y automática: revista de la Asociación Española de Informática y Automática
Abstract
This paper reviews the use of the classic Machine Learning techniques in the field of the computer aided instruction. Taking into account the classis architecture of the Intelligent Tutoring Systems we identify its necessary qualities and study the possible applications of Machine Learning within its main components. Current educational programs are classified in terms of how these techniques have been applied and the pursued goal. One the one hand, we study how they have been applied to student modelling for getting adaptive tutors and on the other hand, we describe the more representative Seft-improving Intelligent Tutoring Systems that apply learning techniques.