Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems

This paper presents an application of Interval-valued Hidden Markov Models to the modelling of agent personality traits in multiagent systems. The agents’ behaviors are modeled as probabilistic transitions functions, where interval-valued probabilities are used to express the uncertainty in determin...

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Detalles Bibliográficos
Autores: Dimuro, Graçaliz Pereira, Costa, Antonio Carlos da Rocha, Gonçalves, Luciano Vargas, Hubner, Alexandre
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2008
País:Brasil
Institución:Universidade Federal do Rio Grande (FURG)
Repositorio:Repositório Institucional da FURG (RI FURG)
Idioma:inglés
OAI Identifier:oai:repositorio.furg.br:1/1840
Acceso en línea:http://repositorio.furg.br/handle/1/1840
Access Level:acceso abierto
Palabra clave:Interval mathematics
Hidden markov models
Social exchanges values
Multiagent systems
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spelling Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent SystemsInterval mathematicsHidden markov modelsSocial exchanges valuesMultiagent systemsThis paper presents an application of Interval-valued Hidden Markov Models to the modelling of agent personality traits in multiagent systems. The agents’ behaviors are modeled as probabilistic transitions functions, where interval-valued probabilities are used to express the uncertainty in determining those probabilities. The model of regulation of social exchanges is based on the concept of equilibrium supervisor, which is able to recommend the best exchanges for the agents to perform in order to achieve the equilibrium of the system.2012-03-06T03:49:07Z2012-03-06T03:49:07Z2008info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfDIMURO, Graçaliz Pereira et al. Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems. TEMA. Tendências em Matemática Aplicada e Computacional, v. 9, p. 83-93, 2008. Disponível em: < http://www.sbmac.org.br/tema/seletas/docs/v9_1/09Dim_Cos_Gon_Hub.pdf> Acesso em: 19 dez. 2011.1677-19662179-8451http://repositorio.furg.br/handle/1/1840enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da FURG (RI FURG)instname:Universidade Federal do Rio Grande (FURG)instacron:FURGDimuro, Graçaliz PereiraCosta, Antonio Carlos da RochaGonçalves, Luciano VargasHubner, Alexandre2014-09-08T11:59:55Zoai:repositorio.furg.br:1/1840Repositório InstitucionalPUBhttps://repositorio.furg.br/oai/request || http://200.19.254.174/oai/requestrepositorio@furg.br||sib.bdtd@furg.bropendoar:2014-09-08T11:59:55Repositório Institucional da FURG (RI FURG) - Universidade Federal do Rio Grande (FURG)false
dc.title.none.fl_str_mv Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
title Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
spellingShingle Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
Dimuro, Graçaliz Pereira
Interval mathematics
Hidden markov models
Social exchanges values
Multiagent systems
title_short Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
title_full Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
title_fullStr Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
title_full_unstemmed Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
title_sort Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems
dc.creator.none.fl_str_mv Dimuro, Graçaliz Pereira
Costa, Antonio Carlos da Rocha
Gonçalves, Luciano Vargas
Hubner, Alexandre
author Dimuro, Graçaliz Pereira
author_facet Dimuro, Graçaliz Pereira
Costa, Antonio Carlos da Rocha
Gonçalves, Luciano Vargas
Hubner, Alexandre
author_role author
author2 Costa, Antonio Carlos da Rocha
Gonçalves, Luciano Vargas
Hubner, Alexandre
author2_role author
author
author
dc.subject.por.fl_str_mv Interval mathematics
Hidden markov models
Social exchanges values
Multiagent systems
topic Interval mathematics
Hidden markov models
Social exchanges values
Multiagent systems
description This paper presents an application of Interval-valued Hidden Markov Models to the modelling of agent personality traits in multiagent systems. The agents’ behaviors are modeled as probabilistic transitions functions, where interval-valued probabilities are used to express the uncertainty in determining those probabilities. The model of regulation of social exchanges is based on the concept of equilibrium supervisor, which is able to recommend the best exchanges for the agents to perform in order to achieve the equilibrium of the system.
publishDate 2008
dc.date.none.fl_str_mv 2008
2012-03-06T03:49:07Z
2012-03-06T03:49:07Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv DIMURO, Graçaliz Pereira et al. Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems. TEMA. Tendências em Matemática Aplicada e Computacional, v. 9, p. 83-93, 2008. Disponível em: < http://www.sbmac.org.br/tema/seletas/docs/v9_1/09Dim_Cos_Gon_Hub.pdf> Acesso em: 19 dez. 2011.
1677-1966
2179-8451
http://repositorio.furg.br/handle/1/1840
identifier_str_mv DIMURO, Graçaliz Pereira et al. Interval-Valued Hidden Markov Models for Recognizing Personality Traits in Social Exchanges in Open Multiagent Systems. TEMA. Tendências em Matemática Aplicada e Computacional, v. 9, p. 83-93, 2008. Disponível em: < http://www.sbmac.org.br/tema/seletas/docs/v9_1/09Dim_Cos_Gon_Hub.pdf> Acesso em: 19 dez. 2011.
1677-1966
2179-8451
url http://repositorio.furg.br/handle/1/1840
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Institucional da FURG (RI FURG)
instname:Universidade Federal do Rio Grande (FURG)
instacron:FURG
instname_str Universidade Federal do Rio Grande (FURG)
instacron_str FURG
institution FURG
reponame_str Repositório Institucional da FURG (RI FURG)
collection Repositório Institucional da FURG (RI FURG)
repository.name.fl_str_mv Repositório Institucional da FURG (RI FURG) - Universidade Federal do Rio Grande (FURG)
repository.mail.fl_str_mv repositorio@furg.br||sib.bdtd@furg.br
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score 15.300724

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