Intelligent Tutor with Emotion Recognition and Student Emotion Management for Math Performance

This research presents the development, implementation, and testing of an Intelligent Tutoring System for math in third grade elementary students, it identifies and manages the emotional state of the student; it produces affective feedback for the student during the course that also it is part of a...

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Detalhes bibliográficos
Autores: Barron Estrada, Mari­a Luci­a, Zatarain Cabada, Ramón, Hernández Pérez, Yasmín
Formato: artículo
Estado:Versión publicada
Fecha de publicación:2014
País:México
Recursos:Universidad Autónoma de Baja California Sur
Repositorio:Repositorio Institucional de la UABCS
Idioma:español
OAI Identifier:oai:repositorioinstitucional.uabc.mx:20.500.12930/6212
Acesso em linha:https://redie.uabc.mx/index.php/redie/article/view/954
Access Level:acceso abierto
Palavra-chave:Web-based instruction
Intelligent tutoring systems
Computer-based learning.
Instrucción Basada en Web
Sistemas Tutores Inteligentes
Aprendizaje Mediado por Computadora
Computación Afectiva
Descrição
Resumo:This research presents the development, implementation, and testing of an Intelligent Tutoring System for math in third grade elementary students, it identifies and manages the emotional state of the student; it produces affective feedback for the student during the course that also it is part of a social network. Emotions are recognized via facial expressions by means of an artificial neural network. The social network and the intelligent tutoring system with affective management have been tested in public and private elementary schools with very satisfying results.