Activities suggestion based on emotions in AAL environments

Detalhes bibliográficos
Autor(a) principal: Costa, Ângelo Gonçalo Araújo Silva
Data de Publicação: 2018
Outros Autores: Andres Rincon, Jaime, Carrascosa, Carlos, Novais, Paulo, Julian, Vicente
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/69242
Resumo: The elderly population is increasing and the response of the society was to provide them with services directed to them to cope with their needs. One of the oldest solutions is the retirement home, providing housing and permanent assistance for the elderly. Furthermore, most of the retirement homes are inhabited by multiple elderly people, thus creating a community of people who are somewhat related in age and medical issues. The ambient assisted living (AAL) area tries to solve some of the elderly issues by producing technological products, some of them dedicated to elderly homes. One of the identified problem is that elderly people are sometimes discontent about the activities that consume most of their day promoted by the retirement home social workers. The work presented in this paper attempts to improve how these activities are scheduled taking into account the elderlies' emotional response to these activities. The aim is to maximize the group happiness by promoting the activities the group likes, minding if they are bored due to activities repetition. In this sense, this paper presents an extension of the Cognitive Life Assistant platform incorporating a social emotional model. The proposed system has been modelled as a free time activity manager which is in charge of suggesting activities to the social workers. (C) 2018 Elsevier B.V. All rights reserved.
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spelling Activities suggestion based on emotions in AAL environmentsEmotional agentsAmbient intelligenceMulti-agent systemsAgent-based simulationAmbient assisted livingCiências Naturais::Ciências da Computação e da InformaçãoScience & TechnologyThe elderly population is increasing and the response of the society was to provide them with services directed to them to cope with their needs. One of the oldest solutions is the retirement home, providing housing and permanent assistance for the elderly. Furthermore, most of the retirement homes are inhabited by multiple elderly people, thus creating a community of people who are somewhat related in age and medical issues. The ambient assisted living (AAL) area tries to solve some of the elderly issues by producing technological products, some of them dedicated to elderly homes. One of the identified problem is that elderly people are sometimes discontent about the activities that consume most of their day promoted by the retirement home social workers. The work presented in this paper attempts to improve how these activities are scheduled taking into account the elderlies' emotional response to these activities. The aim is to maximize the group happiness by promoting the activities the group likes, minding if they are bored due to activities repetition. In this sense, this paper presents an extension of the Cognitive Life Assistant platform incorporating a social emotional model. The proposed system has been modelled as a free time activity manager which is in charge of suggesting activities to the social workers. (C) 2018 Elsevier B.V. All rights reserved.Angelo Costa thanks the Fundacao para a Ciencia e a Tecnologia (FCT) the Post-Doc scholarship with the Ref. SFRH/BPD/102696/2014. This work is also supported by COMPETE: POCI-01-0145-FEDER-007043 and FCT - Fundacao para a Ciencia e Tecnologia within the Project Scope: UID/CEC/00319/2013 and partially supported by the MINECO/FEDER TIN2015-65515-C4-1-R and the FPI grant AP2013-01276 awarded to Jaime-Andres Rincon.ElsevierUniversidade do MinhoCosta, Ângelo Gonçalo Araújo SilvaAndres Rincon, JaimeCarrascosa, CarlosNovais, PauloJulian, Vicente2018-03-012018-03-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/69242engCosta, A., Rincon, J. A., Carrascosa, C., Novais, P., & Julian, V. (2018). Activities suggestion based on emotions in AAL environments. Artificial intelligence in medicine, 86, 9-190933-365710.1016/j.artmed.2018.01.00229426681https://www.sciencedirect.com/science/article/pii/S0933365717300015info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:53:55Zoai:repositorium.sdum.uminho.pt:1822/69242Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:53:24.427077Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Activities suggestion based on emotions in AAL environments
title Activities suggestion based on emotions in AAL environments
spellingShingle Activities suggestion based on emotions in AAL environments
Costa, Ângelo Gonçalo Araújo Silva
Emotional agents
Ambient intelligence
Multi-agent systems
Agent-based simulation
Ambient assisted living
Ciências Naturais::Ciências da Computação e da Informação
Science & Technology
title_short Activities suggestion based on emotions in AAL environments
title_full Activities suggestion based on emotions in AAL environments
title_fullStr Activities suggestion based on emotions in AAL environments
title_full_unstemmed Activities suggestion based on emotions in AAL environments
title_sort Activities suggestion based on emotions in AAL environments
author Costa, Ângelo Gonçalo Araújo Silva
author_facet Costa, Ângelo Gonçalo Araújo Silva
Andres Rincon, Jaime
Carrascosa, Carlos
Novais, Paulo
Julian, Vicente
author_role author
author2 Andres Rincon, Jaime
Carrascosa, Carlos
Novais, Paulo
Julian, Vicente
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Costa, Ângelo Gonçalo Araújo Silva
Andres Rincon, Jaime
Carrascosa, Carlos
Novais, Paulo
Julian, Vicente
dc.subject.por.fl_str_mv Emotional agents
Ambient intelligence
Multi-agent systems
Agent-based simulation
Ambient assisted living
Ciências Naturais::Ciências da Computação e da Informação
Science & Technology
topic Emotional agents
Ambient intelligence
Multi-agent systems
Agent-based simulation
Ambient assisted living
Ciências Naturais::Ciências da Computação e da Informação
Science & Technology
description The elderly population is increasing and the response of the society was to provide them with services directed to them to cope with their needs. One of the oldest solutions is the retirement home, providing housing and permanent assistance for the elderly. Furthermore, most of the retirement homes are inhabited by multiple elderly people, thus creating a community of people who are somewhat related in age and medical issues. The ambient assisted living (AAL) area tries to solve some of the elderly issues by producing technological products, some of them dedicated to elderly homes. One of the identified problem is that elderly people are sometimes discontent about the activities that consume most of their day promoted by the retirement home social workers. The work presented in this paper attempts to improve how these activities are scheduled taking into account the elderlies' emotional response to these activities. The aim is to maximize the group happiness by promoting the activities the group likes, minding if they are bored due to activities repetition. In this sense, this paper presents an extension of the Cognitive Life Assistant platform incorporating a social emotional model. The proposed system has been modelled as a free time activity manager which is in charge of suggesting activities to the social workers. (C) 2018 Elsevier B.V. All rights reserved.
publishDate 2018
dc.date.none.fl_str_mv 2018-03-01
2018-03-01T00:00:00Z
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 http://hdl.handle.net/1822/69242
url http://hdl.handle.net/1822/69242
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Costa, A., Rincon, J. A., Carrascosa, C., Novais, P., & Julian, V. (2018). Activities suggestion based on emotions in AAL environments. Artificial intelligence in medicine, 86, 9-19
0933-3657
10.1016/j.artmed.2018.01.002
29426681
https://www.sciencedirect.com/science/article/pii/S0933365717300015
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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