Learning user well-being and comfort through smart devices

Detalhes bibliográficos
Autor(a) principal: Sousa, David José Teixeira de
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/80228
Resumo: Dissertação de mestrado integrado em Informatics Engineering
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spelling Learning user well-being and comfort through smart devicesAmbient IntelligenceComfortDeep LearningMachine LearningSmart DevicesWell-beingAprendizagem MáquinaAprendizagem ProfundaBem-estarConfortoDispositivos InteligentesInteligência AmbienteEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaDissertação de mestrado integrado em Informatics EngineeringThe growth of concepts such as Intelligent Environments and Internet of things allows us to understand the habits of users and consequently act to improve people’s daily lives. Through information gathering, it is thus possible to gather patterns about different kinds of human behavior and consequently build a learning model with predictive capabilities. In addition, there are increasing concerns from large companies about the influence, positive or negative, that aspects such as comfort and well-being have on the behavior and health of the population. In fact, as human beings, we are greatly influenced by the environment in which we are inserted. There are therefore conditions in a place that give us certain levels of comfort that will eventually interfere with our well-being. However, it is difficult to identify which of these factors are relevant and how they intervene in our daily lives. Also, the habits we adopt as a result of the routines we follow can contribute to improving or worsening any of these indicators With the help of the various types of sensors present, for example, in the smart devices (smartphones, smartwatches, wristbands), it is increasingly possible to collect information on these factors, easily and comprehensively. In this sense, firstly the main objective of this dissertation is thus to collect data on factors that may influence the user in order to create a user profile. These factors can be inferred through its interests, the visited locations, and its main activities. This objective involves a large-scale analysis, where there are no geographical restrictions. Furthermore, the study will be independent of the type of space (open or closed) that is explored. In that way, the perspective that will be used is from the user. Then there is an exploration of the data so that some intelligence can be inferred, and in this sense, build a mobile application capable of providing smart notifications based on user needs.Analide, CesarSilva, Fábio André SoutoUniversidade do MinhoSousa, David José Teixeira de2021-02-222021-02-22T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://hdl.handle.net/1822/80228eng203024680info: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:RCAAP2024-05-11T05:23:02Zoai:repositorium.sdum.uminho.pt:1822/80228Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-11T05:23:02Repositório 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 Learning user well-being and comfort through smart devices
title Learning user well-being and comfort through smart devices
spellingShingle Learning user well-being and comfort through smart devices
Sousa, David José Teixeira de
Ambient Intelligence
Comfort
Deep Learning
Machine Learning
Smart Devices
Well-being
Aprendizagem Máquina
Aprendizagem Profunda
Bem-estar
Conforto
Dispositivos Inteligentes
Inteligência Ambiente
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short Learning user well-being and comfort through smart devices
title_full Learning user well-being and comfort through smart devices
title_fullStr Learning user well-being and comfort through smart devices
title_full_unstemmed Learning user well-being and comfort through smart devices
title_sort Learning user well-being and comfort through smart devices
author Sousa, David José Teixeira de
author_facet Sousa, David José Teixeira de
author_role author
dc.contributor.none.fl_str_mv Analide, Cesar
Silva, Fábio André Souto
Universidade do Minho
dc.contributor.author.fl_str_mv Sousa, David José Teixeira de
dc.subject.por.fl_str_mv Ambient Intelligence
Comfort
Deep Learning
Machine Learning
Smart Devices
Well-being
Aprendizagem Máquina
Aprendizagem Profunda
Bem-estar
Conforto
Dispositivos Inteligentes
Inteligência Ambiente
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Ambient Intelligence
Comfort
Deep Learning
Machine Learning
Smart Devices
Well-being
Aprendizagem Máquina
Aprendizagem Profunda
Bem-estar
Conforto
Dispositivos Inteligentes
Inteligência Ambiente
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description Dissertação de mestrado integrado em Informatics Engineering
publishDate 2021
dc.date.none.fl_str_mv 2021-02-22
2021-02-22T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/80228
url https://hdl.handle.net/1822/80228
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 203024680
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.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 mluisa.alvim@gmail.com
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