Sapientia: a smart campus model that promotes flexibility
Autor(a) principal: | |
---|---|
Data de Publicação: | 2020 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) |
Texto Completo: | http://www.repositorio.jesuita.org.br/handle/UNISINOS/9213 |
Resumo: | Nowadays, the expansion of IoT and ICT technologies is observed, together with the growing interest in the solutions offered by the Intelligent Concepts applied to the context of cities and other spaces. However, it was identified in the literature the lack of flexible models that also included accessibility aspects, besides being able to incorporate existing hardware and software solutions, which motivates this research to address such issues and challenges. Thus we propose the Sapientia Smart Campus model, which promotes flexibility, also including accessibility aspects as well, with the independence of contexts and being able to incorporate existing solutions. Such features are possible due to the architecture of the model, composed of layers that facilitate the management and update of the technologies used, besides facilitating the insertion of accessibility aspects and the integration of new and existing applications. The model implementation evidences this, involving hardware and software infrastructure, by allowing the same technology to have different applications and new technologies to be easily incorporated. Experiments were carried out with a mobile application that incorporated accessibility aspects of the model and the collection of user behavior information on campus. Also, a data analysis unit was developed, containing Artificial Intelligence resources that perform clustering and time series analysis in the collected data. In addition, it was incorporated existing applications to the developed infrastructure, thus demonstrating the flexibility of the model. |
id |
USIN_91b2286844e7ca5c76bccba1d8a3c8e7 |
---|---|
oai_identifier_str |
oai:www.repositorio.jesuita.org.br:UNISINOS/9213 |
network_acronym_str |
USIN |
network_name_str |
Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) |
repository_id_str |
|
spelling |
2020-07-24T20:24:43Z2020-07-24T20:24:43Z2020-03-19Submitted by Maicon Juliano Schmidt (maicons) on 2020-07-24T20:24:43Z No. of bitstreams: 1 Bianca dos Santos Brand_.pdf: 6725569 bytes, checksum: ce73a222c8573308391ea0528506348a (MD5)Made available in DSpace on 2020-07-24T20:24:43Z (GMT). No. of bitstreams: 1 Bianca dos Santos Brand_.pdf: 6725569 bytes, checksum: ce73a222c8573308391ea0528506348a (MD5) Previous issue date: 2020-03-19Nowadays, the expansion of IoT and ICT technologies is observed, together with the growing interest in the solutions offered by the Intelligent Concepts applied to the context of cities and other spaces. However, it was identified in the literature the lack of flexible models that also included accessibility aspects, besides being able to incorporate existing hardware and software solutions, which motivates this research to address such issues and challenges. Thus we propose the Sapientia Smart Campus model, which promotes flexibility, also including accessibility aspects as well, with the independence of contexts and being able to incorporate existing solutions. Such features are possible due to the architecture of the model, composed of layers that facilitate the management and update of the technologies used, besides facilitating the insertion of accessibility aspects and the integration of new and existing applications. The model implementation evidences this, involving hardware and software infrastructure, by allowing the same technology to have different applications and new technologies to be easily incorporated. Experiments were carried out with a mobile application that incorporated accessibility aspects of the model and the collection of user behavior information on campus. Also, a data analysis unit was developed, containing Artificial Intelligence resources that perform clustering and time series analysis in the collected data. In addition, it was incorporated existing applications to the developed infrastructure, thus demonstrating the flexibility of the model.Atualmente observa-se a expansão das tecnologias IoT e ICT, aliadas ao crescente interesse pelas soluções oferecidas pelos Conceitos Inteligentes aplicados ao contexto de cidades e outros espaços. Entretanto, identifica-se na literatura a falta de modelos flexíveis e que também suportem soluções acessíveis, além de ser capaz de incorporar soluções existentes de hardware e software, o que motiva esta pesquisa a abordar tais questões e desafios. Desta forma é proposto o modelo Sapientia Smart Campus, o qual promove flexibilidade, e também inclui aspectos de acessibilidade, com independência de contextos e sendo capaz de incorporar soluções existentes. Tais características são possíveis devido à arquitetura do modelo, composto por camadas que facilitam o gerenciamento e a atualização das tecnologias utilizadas, além de facilitar a inserção de aspectos de acessibilidade e a integração de aplicações novas e existentes. Isso é evidenciado pela implementação realizada, envolvendo a infraestrutura de hardware e de software, que permite que a mesma tecnologia tenha diferentes aplicações e que novas tecnologias sejam facilmente incorporadas. Experimentos foram conduzidos com um aplicativo móvel, o qual incorporou aspectos de acessibilidade do modelo e realizou a coleta de informações de comportamento do usuário no campus. Além disto, uma unidade de análise de dados foi desenvolvida, a qual contém recursos de Inteligência Artificial que realizam agrupamentos e análises de séries temporais nos dados coletados. Além disto, foram incorporadas aplicações existentes na infraestrutura desenvolvida, assim demonstrando a flexibilidade do modelo.CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorBrand, Bianca dos Santoshttp://lattes.cnpq.br/4001199615503512http://lattes.cnpq.br/3914159735707328Figueiredo, Rodrigo Marques dehttp://lattes.cnpq.br/0192178587738651Rigo, Sandro JoséUniversidade do Vale do Rio dos SinosPrograma de Pós-Graduação em Computação AplicadaUnisinosBrasilEscola PolitécnicaSapientia: a smart campus model that promotes flexibilityACCNPQ::Ciências Exatas e da Terra::Ciência da ComputaçãoCampus inteligenteModelo campus inteligenteFlexibilidadeAcessibilidadeInternet-das-coisasInteligência artificialSmart campusSmart campus modelFlexibilityAccessibilityInternet-of-thingsArtificial intelligenceinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesishttp://www.repositorio.jesuita.org.br/handle/UNISINOS/9213info:eu-repo/semantics/openAccessengreponame:Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos)instname:Universidade do Vale do Rio dos Sinos (UNISINOS)instacron:UNISINOSORIGINALBianca dos Santos Brand_.pdfBianca dos Santos Brand_.pdfapplication/pdf6725569http://repositorio.jesuita.org.br/bitstream/UNISINOS/9213/1/Bianca+dos+Santos+Brand_.pdfce73a222c8573308391ea0528506348aMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82175http://repositorio.jesuita.org.br/bitstream/UNISINOS/9213/2/license.txt320e21f23402402ac4988605e1edd177MD52UNISINOS/92132020-07-24 17:27:43.064oai:www.repositorio.jesuita.org.br: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 Digital de Teses e Dissertaçõeshttp://www.repositorio.jesuita.org.br/oai/requestopendoar:2020-07-24T20:27:43Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) - Universidade do Vale do Rio dos Sinos (UNISINOS)false |
dc.title.en.fl_str_mv |
Sapientia: a smart campus model that promotes flexibility |
title |
Sapientia: a smart campus model that promotes flexibility |
spellingShingle |
Sapientia: a smart campus model that promotes flexibility Brand, Bianca dos Santos ACCNPQ::Ciências Exatas e da Terra::Ciência da Computação Campus inteligente Modelo campus inteligente Flexibilidade Acessibilidade Internet-das-coisas Inteligência artificial Smart campus Smart campus model Flexibility Accessibility Internet-of-things Artificial intelligence |
title_short |
Sapientia: a smart campus model that promotes flexibility |
title_full |
Sapientia: a smart campus model that promotes flexibility |
title_fullStr |
Sapientia: a smart campus model that promotes flexibility |
title_full_unstemmed |
Sapientia: a smart campus model that promotes flexibility |
title_sort |
Sapientia: a smart campus model that promotes flexibility |
author |
Brand, Bianca dos Santos |
author_facet |
Brand, Bianca dos Santos |
author_role |
author |
dc.contributor.authorLattes.pt_BR.fl_str_mv |
http://lattes.cnpq.br/4001199615503512 |
dc.contributor.advisorLattes.pt_BR.fl_str_mv |
http://lattes.cnpq.br/3914159735707328 |
dc.contributor.author.fl_str_mv |
Brand, Bianca dos Santos |
dc.contributor.advisor-co1.fl_str_mv |
Figueiredo, Rodrigo Marques de |
dc.contributor.advisor-co1Lattes.fl_str_mv |
http://lattes.cnpq.br/0192178587738651 |
dc.contributor.advisor1.fl_str_mv |
Rigo, Sandro José |
contributor_str_mv |
Figueiredo, Rodrigo Marques de Rigo, Sandro José |
dc.subject.cnpq.fl_str_mv |
ACCNPQ::Ciências Exatas e da Terra::Ciência da Computação |
topic |
ACCNPQ::Ciências Exatas e da Terra::Ciência da Computação Campus inteligente Modelo campus inteligente Flexibilidade Acessibilidade Internet-das-coisas Inteligência artificial Smart campus Smart campus model Flexibility Accessibility Internet-of-things Artificial intelligence |
dc.subject.por.fl_str_mv |
Campus inteligente Modelo campus inteligente Flexibilidade Acessibilidade Internet-das-coisas Inteligência artificial |
dc.subject.eng.fl_str_mv |
Smart campus Smart campus model Flexibility Accessibility Internet-of-things Artificial intelligence |
description |
Nowadays, the expansion of IoT and ICT technologies is observed, together with the growing interest in the solutions offered by the Intelligent Concepts applied to the context of cities and other spaces. However, it was identified in the literature the lack of flexible models that also included accessibility aspects, besides being able to incorporate existing hardware and software solutions, which motivates this research to address such issues and challenges. Thus we propose the Sapientia Smart Campus model, which promotes flexibility, also including accessibility aspects as well, with the independence of contexts and being able to incorporate existing solutions. Such features are possible due to the architecture of the model, composed of layers that facilitate the management and update of the technologies used, besides facilitating the insertion of accessibility aspects and the integration of new and existing applications. The model implementation evidences this, involving hardware and software infrastructure, by allowing the same technology to have different applications and new technologies to be easily incorporated. Experiments were carried out with a mobile application that incorporated accessibility aspects of the model and the collection of user behavior information on campus. Also, a data analysis unit was developed, containing Artificial Intelligence resources that perform clustering and time series analysis in the collected data. In addition, it was incorporated existing applications to the developed infrastructure, thus demonstrating the flexibility of the model. |
publishDate |
2020 |
dc.date.accessioned.fl_str_mv |
2020-07-24T20:24:43Z |
dc.date.available.fl_str_mv |
2020-07-24T20:24:43Z |
dc.date.issued.fl_str_mv |
2020-03-19 |
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://www.repositorio.jesuita.org.br/handle/UNISINOS/9213 |
url |
http://www.repositorio.jesuita.org.br/handle/UNISINOS/9213 |
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.publisher.none.fl_str_mv |
Universidade do Vale do Rio dos Sinos |
dc.publisher.program.fl_str_mv |
Programa de Pós-Graduação em Computação Aplicada |
dc.publisher.initials.fl_str_mv |
Unisinos |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Escola Politécnica |
publisher.none.fl_str_mv |
Universidade do Vale do Rio dos Sinos |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) instname:Universidade do Vale do Rio dos Sinos (UNISINOS) instacron:UNISINOS |
instname_str |
Universidade do Vale do Rio dos Sinos (UNISINOS) |
instacron_str |
UNISINOS |
institution |
UNISINOS |
reponame_str |
Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) |
collection |
Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) |
bitstream.url.fl_str_mv |
http://repositorio.jesuita.org.br/bitstream/UNISINOS/9213/1/Bianca+dos+Santos+Brand_.pdf http://repositorio.jesuita.org.br/bitstream/UNISINOS/9213/2/license.txt |
bitstream.checksum.fl_str_mv |
ce73a222c8573308391ea0528506348a 320e21f23402402ac4988605e1edd177 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 |
repository.name.fl_str_mv |
Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) - Universidade do Vale do Rio dos Sinos (UNISINOS) |
repository.mail.fl_str_mv |
|
_version_ |
1801845040419438592 |