Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes

[EN] Monitoring wellbeing and stress is one of the problems covered by ambient intelligence, as stress is a significant cause of human illnesses directly affecting our emotional state. The primary aim was to propose a deliberation architecture for an ambient intelligence healthcare application. The...

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Autores: Babli, Mohannad, Rincón-Arango, Jaime Andrés, Onaindia De La Rivaherrera, Eva|||0000-0001-6931-8293, Carrascosa Casamayor, Carlos|||0000-0003-3649-6530, Julian, Vicente|||0000-0002-2743-6037
Tipo de recurso: artículo
Fecha de publicación:2021
País:España
Institución:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/186995
Acceso en línea:https://riunet.upv.es/handle/10251/186995
Access Level:acceso abierto
Palabra clave:Deliberation
Ambient intelligence
Stress
Emotions
Ontology
Automated planning
Context-Awareness
LENGUAJES Y SISTEMAS INFORMATICOS
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spelling Deliberative Context-Aware Ambient Intelligence System for Assisted Living HomesBabli, MohannadRincón-Arango, Jaime AndrésOnaindia De La Rivaherrera, Eva|||0000-0001-6931-8293Carrascosa Casamayor, Carlos|||0000-0003-3649-6530Julian, Vicente|||0000-0002-2743-6037DeliberationAmbient intelligenceStressEmotionsOntologyAutomated planningContext-AwarenessLENGUAJES Y SISTEMAS INFORMATICOS[EN] Monitoring wellbeing and stress is one of the problems covered by ambient intelligence, as stress is a significant cause of human illnesses directly affecting our emotional state. The primary aim was to propose a deliberation architecture for an ambient intelligence healthcare application. The architecture provides a plan for comforting stressed seniors suffering from negative emotions in an assisted living home and executes the plan considering the environment¿s dynamic nature. Literature was reviewed to identify the convergence between deliberation and ambient intelligence and the latter¿s latest healthcare trends. A deliberation function was designed to achieve context-aware dynamic human-robot interaction, perception, planning capabilities, reactivity, and context-awareness with regard to the environment. A number of experimental case studies in a simulated assisted living home scenario were conducted to demonstrate the approach¿s behavior and validity. The proposed methods were validated to show classification accuracy. The validation showed that the deliberation function has effectively achieved its deliberative objectives.This work is supported by the Spanish MINECO Project (No. TIN2017-88476-C2-1-R) and the Universitat Politecnica de Valencia Research (Grant No. PAID-10-19).SpringerOpenDepartamento de Sistemas Informáticos y ComputaciónEscuela Técnica Superior de Ingeniería InformáticaInstituto Universitario Valenciano de Investigación en Inteligencia ArtificialAGENCIA ESTATAL DE INVESTIGACIONUNIVERSIDAD POLITECNICA DE VALENCIARepositorio Institucional de la Universitat Politècnica de València Riunet20212021-04-30journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://riunet.upv.es/handle/10251/186995reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016 TIN2017-88476-C2-1-R RECONOCIMIENTO DE ACTIVIDADES Y PLANIFICACION AUTOMATICA PARA EL DISEÑO DE ASISTENTES INTELIGENTESUniversitat Politècnica de València https://doi.org/10.13039/501100004233 PAID-10-19 Redes de sensores inteligentes en el entorno de las Smart Citiesopen accesshttp://purl.org/coar/access_right/c_abf2Reconocimiento - No comercial (by-nc) http://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/1869952026-06-13T07:49:27Z
dc.title.none.fl_str_mv Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
title Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
spellingShingle Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
Babli, Mohannad
Deliberation
Ambient intelligence
Stress
Emotions
Ontology
Automated planning
Context-Awareness
LENGUAJES Y SISTEMAS INFORMATICOS
title_short Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
title_full Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
title_fullStr Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
title_full_unstemmed Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
title_sort Deliberative Context-Aware Ambient Intelligence System for Assisted Living Homes
dc.creator.none.fl_str_mv Babli, Mohannad
Rincón-Arango, Jaime Andrés
Onaindia De La Rivaherrera, Eva|||0000-0001-6931-8293
Carrascosa Casamayor, Carlos|||0000-0003-3649-6530
Julian, Vicente|||0000-0002-2743-6037
author Babli, Mohannad
author_facet Babli, Mohannad
Rincón-Arango, Jaime Andrés
Onaindia De La Rivaherrera, Eva|||0000-0001-6931-8293
Carrascosa Casamayor, Carlos|||0000-0003-3649-6530
Julian, Vicente|||0000-0002-2743-6037
author_role author
author2 Rincón-Arango, Jaime Andrés
Onaindia De La Rivaherrera, Eva|||0000-0001-6931-8293
Carrascosa Casamayor, Carlos|||0000-0003-3649-6530
Julian, Vicente|||0000-0002-2743-6037
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Departamento de Sistemas Informáticos y Computación
Escuela Técnica Superior de Ingeniería Informática
Instituto Universitario Valenciano de Investigación en Inteligencia Artificial
AGENCIA ESTATAL DE INVESTIGACION
UNIVERSIDAD POLITECNICA DE VALENCIA
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Deliberation
Ambient intelligence
Stress
Emotions
Ontology
Automated planning
Context-Awareness
LENGUAJES Y SISTEMAS INFORMATICOS
topic Deliberation
Ambient intelligence
Stress
Emotions
Ontology
Automated planning
Context-Awareness
LENGUAJES Y SISTEMAS INFORMATICOS
description [EN] Monitoring wellbeing and stress is one of the problems covered by ambient intelligence, as stress is a significant cause of human illnesses directly affecting our emotional state. The primary aim was to propose a deliberation architecture for an ambient intelligence healthcare application. The architecture provides a plan for comforting stressed seniors suffering from negative emotions in an assisted living home and executes the plan considering the environment¿s dynamic nature. Literature was reviewed to identify the convergence between deliberation and ambient intelligence and the latter¿s latest healthcare trends. A deliberation function was designed to achieve context-aware dynamic human-robot interaction, perception, planning capabilities, reactivity, and context-awareness with regard to the environment. A number of experimental case studies in a simulated assisted living home scenario were conducted to demonstrate the approach¿s behavior and validity. The proposed methods were validated to show classification accuracy. The validation showed that the deliberation function has effectively achieved its deliberative objectives.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-04-30
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/186995
url https://riunet.upv.es/handle/10251/186995
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016 TIN2017-88476-C2-1-R RECONOCIMIENTO DE ACTIVIDADES Y PLANIFICACION AUTOMATICA PARA EL DISEÑO DE ASISTENTES INTELIGENTES
Universitat Politècnica de València https://doi.org/10.13039/501100004233 PAID-10-19 Redes de sensores inteligentes en el entorno de las Smart Cities
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial (by-nc)
http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial (by-nc)
http://creativecommons.org/licenses/by-nc/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv SpringerOpen
publisher.none.fl_str_mv SpringerOpen
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,301603

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