Knowledge and reasoning supported by cognitive maps

Alejandro Peña, Humberto Sossa, Agustin Gutiérrez

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

7 Citas (Scopus)

Resumen

A powerful and useful approach for modeling knowledge and qualitative reasoning is the Cognitive Map. The background of Cognitive Maps is the research about learning environments carried out by Cognitive Psychology since the nineteenth century. Along the last thirty years, these underlying findings inspired the development of computational models to deal with causal phenomena. So, a Cognitive Map is a structure of concepts of a specific domain that are related through cause-effect relations with the aim to simulate behavior of dynamic systems. In spite of the short life of the causal Cognitive Maps, nowadays there are several branches of development that focus on qualitative, fuzzy and uncertain issues. With this platform wide spectra of applications have been developing in fields like game theory, information analysis and management sciences. Wherefore, with the purpose to promote the use of this kind of tool, in this work is surveyed three branches of Cognitive Maps; and it is outlined one application of the Cognitive Maps for the student modeling that shows a conceptual design of a project in progress.

Idioma originalInglés
Título de la publicación alojadaMICAI 2005
Subtítulo de la publicación alojadaAdvances in Artificial Intelligence - 4th Mexican International Conference on Artificial Intelligence, Proceedings
EditorialSpringer Verlag
Páginas41-50
Número de páginas10
ISBN (versión impresa)3540298967, 9783540298960
DOI
EstadoPublicada - 2005
Evento4th Mexican International Conference on Artificial Intelligence, MICAI 2005 - Monterrey, México
Duración: 14 nov. 200518 nov. 2005

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen3789 LNAI
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia4th Mexican International Conference on Artificial Intelligence, MICAI 2005
País/TerritorioMéxico
CiudadMonterrey
Período14/11/0518/11/05

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