From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents

The links between emotions and rationality have been extensively studied and discussed. Several computational approaches have also been proposed to model these links. However, is it possible to build generic computational approaches and languages so that they can be “adapted” when a specific affecti...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Bexy Alfonso, Joaquin Taverner, Emilio Vivancos, Vicente Botti
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	emotions affect personality computational models agents Technology T Engineering (General). Civil engineering (General) TA1-2040 Biology (General) QH301-705.5 Physics QC1-999 Chemistry QD1-999
Acceso en línea:	https://doaj.org/article/6c42449fe8cc49178976dd529382d9e4
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:6c42449fe8cc49178976dd529382d9e4
record_format	dspace
spelling	oai:doaj.org-article:6c42449fe8cc49178976dd529382d9e42021-11-25T16:39:40ZFrom Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents10.3390/app1122108742076-3417https://doaj.org/article/6c42449fe8cc49178976dd529382d9e42021-11-01T00:00:00Zhttps://www.mdpi.com/2076-3417/11/22/10874https://doaj.org/toc/2076-3417The links between emotions and rationality have been extensively studied and discussed. Several computational approaches have also been proposed to model these links. However, is it possible to build generic computational approaches and languages so that they can be “adapted” when a specific affective phenomenon is being modeled? Would these approaches be sufficiently and properly grounded? In this work, we want to provide the means for the development of these generic approaches and languages by making a horizontal analysis inspired by philosophical and psychological theories of the main affective phenomena that are traditionally studied. Unfortunately, not all the affective theories can be adapted to be used in computational models; therefore, it is necessary to perform an analysis of the most suitable theories. In this analysis, we identify and classify the main processes and concepts which can be used in a generic affective computational model, and we propose a theoretical framework that includes all these processes and concepts that a model of an affective agent with practical reasoning could use. Our generic theoretical framework supports incremental research whereby future proposals can improve previous ones. This framework also supports the evaluation of the coverage of current computational approaches according to the processes that are modeled and according to the integration of practical reasoning and affect-related issues. This framework is being used in the development of the <i>GenIA<sup>3</sup></i> architecture.Bexy AlfonsoJoaquin TavernerEmilio VivancosVicente BottiMDPI AGarticleemotionsaffectpersonalitycomputational modelsagentsTechnologyTEngineering (General). Civil engineering (General)TA1-2040Biology (General)QH301-705.5PhysicsQC1-999ChemistryQD1-999ENApplied Sciences, Vol 11, Iss 10874, p 10874 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	emotions affect personality computational models agents Technology T Engineering (General). Civil engineering (General) TA1-2040 Biology (General) QH301-705.5 Physics QC1-999 Chemistry QD1-999
spellingShingle	emotions affect personality computational models agents Technology T Engineering (General). Civil engineering (General) TA1-2040 Biology (General) QH301-705.5 Physics QC1-999 Chemistry QD1-999 Bexy Alfonso Joaquin Taverner Emilio Vivancos Vicente Botti From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents
description	The links between emotions and rationality have been extensively studied and discussed. Several computational approaches have also been proposed to model these links. However, is it possible to build generic computational approaches and languages so that they can be “adapted” when a specific affective phenomenon is being modeled? Would these approaches be sufficiently and properly grounded? In this work, we want to provide the means for the development of these generic approaches and languages by making a horizontal analysis inspired by philosophical and psychological theories of the main affective phenomena that are traditionally studied. Unfortunately, not all the affective theories can be adapted to be used in computational models; therefore, it is necessary to perform an analysis of the most suitable theories. In this analysis, we identify and classify the main processes and concepts which can be used in a generic affective computational model, and we propose a theoretical framework that includes all these processes and concepts that a model of an affective agent with practical reasoning could use. Our generic theoretical framework supports incremental research whereby future proposals can improve previous ones. This framework also supports the evaluation of the coverage of current computational approaches according to the processes that are modeled and according to the integration of practical reasoning and affect-related issues. This framework is being used in the development of the <i>GenIA<sup>3</sup></i> architecture.
format	article
author	Bexy Alfonso Joaquin Taverner Emilio Vivancos Vicente Botti
author_facet	Bexy Alfonso Joaquin Taverner Emilio Vivancos Vicente Botti
author_sort	Bexy Alfonso
title	From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents
title_short	From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents
title_full	From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents
title_fullStr	From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents
title_full_unstemmed	From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents
title_sort	from affect theoretical foundations to computational models of intelligent affective agents
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/6c42449fe8cc49178976dd529382d9e4
work_keys_str_mv	AT bexyalfonso fromaffecttheoreticalfoundationstocomputationalmodelsofintelligentaffectiveagents AT joaquintaverner fromaffecttheoreticalfoundationstocomputationalmodelsofintelligentaffectiveagents AT emiliovivancos fromaffecttheoreticalfoundationstocomputationalmodelsofintelligentaffectiveagents AT vicentebotti fromaffecttheoreticalfoundationstocomputationalmodelsofintelligentaffectiveagents
_version_	1718413081903628288

From Affect Theoretical Foundations to Computational Models of Intelligent Affective Agents

Ejemplares similares