A low-cost cognitive assistant

Detalhes bibliográficos
Autor(a) principal: Costa, Ângelo Gonçalo Araújo Silva
Data de Publicação: 2020
Outros Autores: Rincon, Jaime A., Julian, Vicente, Novais, Paulo, Carrascosa, Carlos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/64176
Resumo: In this paper, we present in depth the hardware components of a low-cost cognitive assistant. The aim is to detect the performance and the emotional state that elderly people present when performing exercises. Physical and cognitive exercises are a proven way of keeping elderly people active, healthy, and happy. Our goal is to bring to people that are at their homes (or in unsupervised places) an assistant that motivates them to perform exercises and, concurrently, monitor them, observing their physical and emotional responses. We focus on the hardware parts and the deep learning models so that they can be reproduced by others. The platform is being tested at an elderly people care facility, and validation is in process.
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spelling A low-cost cognitive assistantcognitive assistantsagingemotion recognitionScience & TechnologyIn this paper, we present in depth the hardware components of a low-cost cognitive assistant. The aim is to detect the performance and the emotional state that elderly people present when performing exercises. Physical and cognitive exercises are a proven way of keeping elderly people active, healthy, and happy. Our goal is to bring to people that are at their homes (or in unsupervised places) an assistant that motivates them to perform exercises and, concurrently, monitor them, observing their physical and emotional responses. We focus on the hardware parts and the deep learning models so that they can be reproduced by others. The platform is being tested at an elderly people care facility, and validation is in process.This work was partly supported by the FCT (Fundação para a Ciência e Tecnología) through the Post-Doc scholarship SFRH/BPD/102696/2014 (A. Costa), by the Generalitat Valenciana (PROMETEO/2018/002), and by the Spanish Government (RTI2018-095390-B-C31).Multidisciplinary Digital Publishing InstituteUniversidade do MinhoCosta, Ângelo Gonçalo Araújo SilvaRincon, Jaime A.Julian, VicenteNovais, PauloCarrascosa, Carlos2020-02-112020-02-11T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/64176engCosta, A.; Rincon, J.A.; Julian, V.; Novais, P.; Carrascosa, C. A Low-Cost Cognitive Assistant. Electronics 2020, 9, 310.2079-929210.3390/electronics9020310https://www.mdpi.com/2079-9292/9/2/310info: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:RCAAP2023-07-21T12:51:21Zoai:repositorium.sdum.uminho.pt:1822/64176Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:50:13.396850Repositório 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 A low-cost cognitive assistant
title A low-cost cognitive assistant
spellingShingle A low-cost cognitive assistant
Costa, Ângelo Gonçalo Araújo Silva
cognitive assistants
aging
emotion recognition
Science & Technology
title_short A low-cost cognitive assistant
title_full A low-cost cognitive assistant
title_fullStr A low-cost cognitive assistant
title_full_unstemmed A low-cost cognitive assistant
title_sort A low-cost cognitive assistant
author Costa, Ângelo Gonçalo Araújo Silva
author_facet Costa, Ângelo Gonçalo Araújo Silva
Rincon, Jaime A.
Julian, Vicente
Novais, Paulo
Carrascosa, Carlos
author_role author
author2 Rincon, Jaime A.
Julian, Vicente
Novais, Paulo
Carrascosa, Carlos
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
Rincon, Jaime A.
Julian, Vicente
Novais, Paulo
Carrascosa, Carlos
dc.subject.por.fl_str_mv cognitive assistants
aging
emotion recognition
Science & Technology
topic cognitive assistants
aging
emotion recognition
Science & Technology
description In this paper, we present in depth the hardware components of a low-cost cognitive assistant. The aim is to detect the performance and the emotional state that elderly people present when performing exercises. Physical and cognitive exercises are a proven way of keeping elderly people active, healthy, and happy. Our goal is to bring to people that are at their homes (or in unsupervised places) an assistant that motivates them to perform exercises and, concurrently, monitor them, observing their physical and emotional responses. We focus on the hardware parts and the deep learning models so that they can be reproduced by others. The platform is being tested at an elderly people care facility, and validation is in process.
publishDate 2020
dc.date.none.fl_str_mv 2020-02-11
2020-02-11T00:00:00Z
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/1822/64176
url http://hdl.handle.net/1822/64176
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Costa, A.; Rincon, J.A.; Julian, V.; Novais, P.; Carrascosa, C. A Low-Cost Cognitive Assistant. Electronics 2020, 9, 310.
2079-9292
10.3390/electronics9020310
https://www.mdpi.com/2079-9292/9/2/310
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
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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