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A fuzzy appraisal model for affective agents adapted to cultural environments using the pleasure and arousal dimensions

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A fuzzy appraisal model for affective agents adapted to cultural environments using the pleasure and arousal dimensions

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dc.contributor.author Taverner-Aparicio, Joaquín José es_ES
dc.contributor.author Vivancos, Emilio es_ES
dc.contributor.author Botti Navarro, Vicente Juan es_ES
dc.date.accessioned 2022-07-18T18:05:23Z
dc.date.available 2022-07-18T18:05:23Z
dc.date.issued 2021-02-06 es_ES
dc.identifier.issn 0020-0255 es_ES
dc.identifier.uri http://hdl.handle.net/10251/184364
dc.description.abstract [EN] Humans use rather vague and imprecise words to express emotions. Therefore, fuzzy logic allows computational affective models to use emotions in the same way that human beings express them. However, people from different cultures and languages assign different meanings to the same emotion word. Unfortunately, there are still no affective computing models that really take these two factors into consideration. In this paper, we propose a fuzzy model of appraisal for multi-agent systems that is adapted to Spanish-speakers. Our methodology has two steps. First, the agent evaluates an event using a set of fuzzy appraisal rules that returns a fuzzy emotion. Then, a defuzzification process returns the Pleasure and Arousal dimensions of the emotion that will be internally represented as a vector in a two-dimensional space. This vector is used to update the agent's mood according to the agent's personality. The agent can express this internal emotional state using a fuzzification process that translates the agent's mood into a fuzzy emotion. This fuzzification process uses the results of an experiment to generate a fuzzy emotion that is adapted to the cultural environment in which the agent is located. This methodology can be easily adapted to other languages. es_ES
dc.description.sponsorship This work is partially supported by the Spanish Government project TIN2017-89156-R, Generalitat Valenciana and European Social Fund by the FPI grant ACIF/2017/085, and GVA-CEICE project PROMETEO/2018/002. es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Information Sciences es_ES
dc.rights Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) es_ES
dc.subject Appraisal es_ES
dc.subject Emotion es_ES
dc.subject Fuzzy logic es_ES
dc.subject Agent es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title A fuzzy appraisal model for affective agents adapted to cultural environments using the pleasure and arousal dimensions es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.ins.2020.08.006 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2017-89156-R/ES/AGENTES INTELIGENTES PARA ASESORAR EN PRIVACIDAD EN REDES SOCIALES/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/GENERALITAT VALENCIANA//ACIF%2F2017%2F085//AYUDA PREDOCTORAL CONSELLERIA-TAVERNER APARICIO/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/GENERALITAT VALENCIANA//PROMETEO%2F2018%2F002//TECNOLOGIES PER ORGANITZACIONS HUMANES EMOCIONALS/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Taverner-Aparicio, JJ.; Vivancos, E.; Botti Navarro, VJ. (2021). A fuzzy appraisal model for affective agents adapted to cultural environments using the pleasure and arousal dimensions. Information Sciences. 546:74-86. https://doi.org/10.1016/j.ins.2020.08.006 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1016/j.ins.2020.08.006 es_ES
dc.description.upvformatpinicio 74 es_ES
dc.description.upvformatpfin 86 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 546 es_ES
dc.relation.pasarela S\417168 es_ES
dc.contributor.funder European Social Fund es_ES
dc.contributor.funder GENERALITAT VALENCIANA es_ES
dc.contributor.funder AGENCIA ESTATAL DE INVESTIGACION es_ES


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