Multi-Agent Interaction to Assist Visually-Impaired and Elderly People

Detalhes bibliográficos
Autor(a) principal: Oliveira, Juliana
Data de Publicação: 2022
Outros Autores: Engelman, Debora, Kniest, Davi, Vieira, Renata, Bordini, Rafael
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/32469
https://doi.org/Oliveira, J.D.; Engelmann, D.C.; Kniest, D.; Vieira, R.; Bordini, R.H. Multi-Agent Interaction to Assist Visually-Impaired and Elderly People. Int. J. Environ. Res. Public Health2022,19,8945. https:// doi.org/10.3390/ijerph19158945
https://doi.org/https:// doi.org/10.3390/ijerph19158945
Resumo: A voice-controlled smart home system based on conversational agents can address the specific needs of older people, proactively providing support, compensating for cognitive decline, and coping with solitude, among other features. In particular, Multi-Agent Systems (MAS) platforms provide considerable support for complex adaptive systems that are naturally distributed and situated in dynamic environments, such as Ambient intelligence (AmI) applications. Such autonomous intelligent agents are capable of independent reasoning and joint analysis of complex situations to support high-level interaction with humans, besides providing typical characteristics of MAS, such as cooperation and coordinated action. In this context, we developed an approach using a MAS previously evaluated for visually impaired users, where most of the system’s functionalities are also helpful for the elderly. Our methodology is based on the four steps of the interactive design process. As a result, we determined that our approach has elements that allow for natural interaction with users, and we identified and discussed improvements and new features for future work. We believe that our findings can point to directions for building AmI systems that are capable of more natural interaction with users.
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spelling Multi-Agent Interaction to Assist Visually-Impaired and Elderly Peoplemulti-agent systemsdaily living assistanceA voice-controlled smart home system based on conversational agents can address the specific needs of older people, proactively providing support, compensating for cognitive decline, and coping with solitude, among other features. In particular, Multi-Agent Systems (MAS) platforms provide considerable support for complex adaptive systems that are naturally distributed and situated in dynamic environments, such as Ambient intelligence (AmI) applications. Such autonomous intelligent agents are capable of independent reasoning and joint analysis of complex situations to support high-level interaction with humans, besides providing typical characteristics of MAS, such as cooperation and coordinated action. In this context, we developed an approach using a MAS previously evaluated for visually impaired users, where most of the system’s functionalities are also helpful for the elderly. Our methodology is based on the four steps of the interactive design process. As a result, we determined that our approach has elements that allow for natural interaction with users, and we identified and discussed improvements and new features for future work. We believe that our findings can point to directions for building AmI systems that are capable of more natural interaction with users.This study was financed by the Coordenação de Aperfeiçoamento de Pessoal de Nivel Superior—Brasil (CAPES)—Finance Code 001, Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) and FCT CEECIND/01997/2017, UIDB/00057/2020.MDPI2022-08-31T11:06:58Z2022-08-312022-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/32469https://doi.org/Oliveira, J.D.; Engelmann, D.C.; Kniest, D.; Vieira, R.; Bordini, R.H. Multi-Agent Interaction to Assist Visually-Impaired and Elderly People. Int. J. Environ. Res. Public Health2022,19,8945. https:// doi.org/10.3390/ijerph19158945http://hdl.handle.net/10174/32469https://doi.org/https:// doi.org/10.3390/ijerph19158945eng1660-4601https://www.mdpi.com/1660-4601/19/15/894515Int. J. Environ. Res. Public Health19ndndndrenatav@uevora.ptnd498Oliveira, JulianaEngelman, DeboraKniest, DaviVieira, RenataBordini, Rafaelinfo: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:RCAAP2024-01-03T19:33:00Zoai:dspace.uevora.pt:10174/32469Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:21:23.455929Repositório 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 Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
title Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
spellingShingle Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
Oliveira, Juliana
multi-agent systems
daily living assistance
title_short Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
title_full Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
title_fullStr Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
title_full_unstemmed Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
title_sort Multi-Agent Interaction to Assist Visually-Impaired and Elderly People
author Oliveira, Juliana
author_facet Oliveira, Juliana
Engelman, Debora
Kniest, Davi
Vieira, Renata
Bordini, Rafael
author_role author
author2 Engelman, Debora
Kniest, Davi
Vieira, Renata
Bordini, Rafael
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Oliveira, Juliana
Engelman, Debora
Kniest, Davi
Vieira, Renata
Bordini, Rafael
dc.subject.por.fl_str_mv multi-agent systems
daily living assistance
topic multi-agent systems
daily living assistance
description A voice-controlled smart home system based on conversational agents can address the specific needs of older people, proactively providing support, compensating for cognitive decline, and coping with solitude, among other features. In particular, Multi-Agent Systems (MAS) platforms provide considerable support for complex adaptive systems that are naturally distributed and situated in dynamic environments, such as Ambient intelligence (AmI) applications. Such autonomous intelligent agents are capable of independent reasoning and joint analysis of complex situations to support high-level interaction with humans, besides providing typical characteristics of MAS, such as cooperation and coordinated action. In this context, we developed an approach using a MAS previously evaluated for visually impaired users, where most of the system’s functionalities are also helpful for the elderly. Our methodology is based on the four steps of the interactive design process. As a result, we determined that our approach has elements that allow for natural interaction with users, and we identified and discussed improvements and new features for future work. We believe that our findings can point to directions for building AmI systems that are capable of more natural interaction with users.
publishDate 2022
dc.date.none.fl_str_mv 2022-08-31T11:06:58Z
2022-08-31
2022-07-01T00:00:00Z
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format article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/32469
https://doi.org/Oliveira, J.D.; Engelmann, D.C.; Kniest, D.; Vieira, R.; Bordini, R.H. Multi-Agent Interaction to Assist Visually-Impaired and Elderly People. Int. J. Environ. Res. Public Health2022,19,8945. https:// doi.org/10.3390/ijerph19158945
http://hdl.handle.net/10174/32469
https://doi.org/https:// doi.org/10.3390/ijerph19158945
url http://hdl.handle.net/10174/32469
https://doi.org/Oliveira, J.D.; Engelmann, D.C.; Kniest, D.; Vieira, R.; Bordini, R.H. Multi-Agent Interaction to Assist Visually-Impaired and Elderly People. Int. J. Environ. Res. Public Health2022,19,8945. https:// doi.org/10.3390/ijerph19158945
https://doi.org/https:// doi.org/10.3390/ijerph19158945
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1660-4601
https://www.mdpi.com/1660-4601/19/15/8945
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Int. J. Environ. Res. Public Health
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nd
nd
renatav@uevora.pt
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