Context-aware personalization environment for mobile computing

Detalhes bibliográficos
Autor(a) principal: Vieira, André Fonseca dos Santos Dias
Data de Publicação: 2012
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/8649
Resumo: Dissertação para obtenção do Grau de Mestre em Engenharia Informática
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spelling Context-aware personalization environment for mobile computingGeneric personalization modelUser profilesMobile computingContextaware personalizationPersonalization of applicationsDissertação para obtenção do Grau de Mestre em Engenharia InformáticaCurrently, we live in a world where the amount of on-line information vastly outstrips any individual’s capability to survey it. Filtering that information in order to obtain only useful and interesting information is a solution to this problem. The mobile computing area proposes to integrate computation in users’ daily activities in an unobtrusive way, in order to guarantee an improvement in their experience and quality of life. Furthermore, it is crucial to develop smaller and more intelligent devices to achieve this area’s goals, such as mobility and energy savings. This computing area reinforces the necessity to filter information towards personalization due to its humancentred paradigm. In order to attend to this personalization necessity, it is desired to have a solution that is able to learn the users preferences and needs, resulting in the generation of profiles that represent each style of interaction between a user and an application’s resources(e.g. buttons and menus). Those profiles can be obtained by using machine learning algorithms that use data derived from the user interaction with the application, combined with context data and explicit user preferences. This work proposes an environment with a generic context-aware personalization model and a machine learning module. It is provided the possibility to personalize an application, based on user profiles obtained from data, collected from implicit and explicit user interaction. Using a provided personalization API (Application Programming Interface) and other configuration modules, the environment was tested on LEY (Less energy Empowers You), a persuasive mobile-based serious game to help people understand domestic energy usage.Faculdade de Ciências e TecnologiaCorreia, NunoRUNVieira, André Fonseca dos Santos Dias2013-01-31T10:45:40Z20122012-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/8649enginfo: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:RCAAP2024-03-11T03:41:30Zoai:run.unl.pt:10362/8649Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:18:20.836325Repositório 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 Context-aware personalization environment for mobile computing
title Context-aware personalization environment for mobile computing
spellingShingle Context-aware personalization environment for mobile computing
Vieira, André Fonseca dos Santos Dias
Generic personalization model
User profiles
Mobile computing
Contextaware personalization
Personalization of applications
title_short Context-aware personalization environment for mobile computing
title_full Context-aware personalization environment for mobile computing
title_fullStr Context-aware personalization environment for mobile computing
title_full_unstemmed Context-aware personalization environment for mobile computing
title_sort Context-aware personalization environment for mobile computing
author Vieira, André Fonseca dos Santos Dias
author_facet Vieira, André Fonseca dos Santos Dias
author_role author
dc.contributor.none.fl_str_mv Correia, Nuno
RUN
dc.contributor.author.fl_str_mv Vieira, André Fonseca dos Santos Dias
dc.subject.por.fl_str_mv Generic personalization model
User profiles
Mobile computing
Contextaware personalization
Personalization of applications
topic Generic personalization model
User profiles
Mobile computing
Contextaware personalization
Personalization of applications
description Dissertação para obtenção do Grau de Mestre em Engenharia Informática
publishDate 2012
dc.date.none.fl_str_mv 2012
2012-01-01T00:00:00Z
2013-01-31T10:45:40Z
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 http://hdl.handle.net/10362/8649
url http://hdl.handle.net/10362/8649
dc.language.iso.fl_str_mv eng
language eng
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 Faculdade de Ciências e Tecnologia
publisher.none.fl_str_mv Faculdade de Ciências e Tecnologia
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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