EMERALD—Exercise Monitoring Emotional Assistant

Detalhes bibliográficos
Autor(a) principal: Rincon, Jaime A.
Data de Publicação: 2019
Outros Autores: Costa, Ângelo Gonçalo Araújo Silva, 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/1822/60945
Resumo: The increase in the elderly population in today’s society entails the need for new policies to maintain an adequate level of care without excessively increasing social spending. One of the possible options is to promote home care for the elderly. In this sense, this paper introduces a personal assistant designed to help elderly people in their activities of daily living. This system, called EMERALD, is comprised of a sensing platform and different mechanisms for emotion detection and decision-making that combined produces a cognitive assistant that engages users in Active Aging. The contribution of the paper is twofold—on the one hand, the integration of low-cost sensors that among other characteristics allows for detecting the emotional state of the user at an affordable cost; on the other hand, an automatic activity suggestion module that engages the users, mainly oriented to the elderly, in a healthy lifestyle. Moreover, by continuously correcting the system using the on-line monitoring carried out through the sensors integrated in the system, the system is personalized, and, in broad terms, emotionally intelligent. A functional prototype is being currently tested in a daycare centre in the northern area of Portugal where preliminary tests show positive results.
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spelling EMERALD—Exercise Monitoring Emotional Assistantcognitive assistantwearableemotion detectionsignal processingelderly well-beingScience & TechnologyThe increase in the elderly population in today’s society entails the need for new policies to maintain an adequate level of care without excessively increasing social spending. One of the possible options is to promote home care for the elderly. In this sense, this paper introduces a personal assistant designed to help elderly people in their activities of daily living. This system, called EMERALD, is comprised of a sensing platform and different mechanisms for emotion detection and decision-making that combined produces a cognitive assistant that engages users in Active Aging. The contribution of the paper is twofold—on the one hand, the integration of low-cost sensors that among other characteristics allows for detecting the emotional state of the user at an affordable cost; on the other hand, an automatic activity suggestion module that engages the users, mainly oriented to the elderly, in a healthy lifestyle. Moreover, by continuously correcting the system using the on-line monitoring carried out through the sensors integrated in the system, the system is personalized, and, in broad terms, emotionally intelligent. A functional prototype is being currently tested in a daycare centre in the northern area of Portugal where preliminary tests show positive results.This research was partially funded by the Fundacao para a Ciencia e Tecnologia (FCT) within the projects UID/CEC/00319/2019 and Post-Doc Grant SFRH/BPD/102696/2014 (Angelo Costa). This work is also partially funded by the MINECO/FEDER TIN2015-65515-C4-1-R and RISEWISE (RISEWomen with disabilities In Social Engagement) EU project under Agreement No. 690874.info:eu-repo/semantics/publishedVersionMultidisciplinary Digital Publishing InstituteUniversidade do MinhoRincon, Jaime A.Costa, Ângelo Gonçalo Araújo SilvaCarrascosa, CarlosNovais, PauloJulian, Vicente2019-04-252019-04-25T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/60945eng1424-822010.3390/s1908195331027296info: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:RCAAP2023-07-21T12:53:15Zoai:repositorium.sdum.uminho.pt:1822/60945Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:52:34.854297Repositório 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 EMERALD—Exercise Monitoring Emotional Assistant
title EMERALD—Exercise Monitoring Emotional Assistant
spellingShingle EMERALD—Exercise Monitoring Emotional Assistant
Rincon, Jaime A.
cognitive assistant
wearable
emotion detection
signal processing
elderly well-being
Science & Technology
title_short EMERALD—Exercise Monitoring Emotional Assistant
title_full EMERALD—Exercise Monitoring Emotional Assistant
title_fullStr EMERALD—Exercise Monitoring Emotional Assistant
title_full_unstemmed EMERALD—Exercise Monitoring Emotional Assistant
title_sort EMERALD—Exercise Monitoring Emotional Assistant
author Rincon, Jaime A.
author_facet Rincon, Jaime A.
Costa, Ângelo Gonçalo Araújo Silva
Carrascosa, Carlos
Novais, Paulo
Julian, Vicente
author_role author
author2 Costa, Ângelo Gonçalo Araújo Silva
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 Rincon, Jaime A.
Costa, Ângelo Gonçalo Araújo Silva
Carrascosa, Carlos
Novais, Paulo
Julian, Vicente
dc.subject.por.fl_str_mv cognitive assistant
wearable
emotion detection
signal processing
elderly well-being
Science & Technology
topic cognitive assistant
wearable
emotion detection
signal processing
elderly well-being
Science & Technology
description The increase in the elderly population in today’s society entails the need for new policies to maintain an adequate level of care without excessively increasing social spending. One of the possible options is to promote home care for the elderly. In this sense, this paper introduces a personal assistant designed to help elderly people in their activities of daily living. This system, called EMERALD, is comprised of a sensing platform and different mechanisms for emotion detection and decision-making that combined produces a cognitive assistant that engages users in Active Aging. The contribution of the paper is twofold—on the one hand, the integration of low-cost sensors that among other characteristics allows for detecting the emotional state of the user at an affordable cost; on the other hand, an automatic activity suggestion module that engages the users, mainly oriented to the elderly, in a healthy lifestyle. Moreover, by continuously correcting the system using the on-line monitoring carried out through the sensors integrated in the system, the system is personalized, and, in broad terms, emotionally intelligent. A functional prototype is being currently tested in a daycare centre in the northern area of Portugal where preliminary tests show positive results.
publishDate 2019
dc.date.none.fl_str_mv 2019-04-25
2019-04-25T00:00:00Z
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/1822/60945
url http://hdl.handle.net/1822/60945
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1424-8220
10.3390/s19081953
31027296
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.publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
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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