Online social networks as real-time data distribution platforms for smart cities

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: Ayora, Veruska Lorraine
Orientador(a): Kamienski, Carlos Alberto
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Universidade Federal do ABC
Programa de Pós-Graduação: Programa de Pós-Graduação em Engenharia da Informação
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Link de acesso: http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769
http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769/index.php?codigo_sophia=122400&midiaext=79770
Resumo: Coordenação de Aperfeiçoamento de Pessoal de Nivel Superior
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spelling info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisOnline social networks as real-time data distribution platforms for smart cities2019-08-23Kamienski, Carlos AlbertoAyora, Veruska LorraineUniversidade Federal do ABCPrograma de Pós-Graduação em Engenharia da InformaçãoUFABCengREDES SOCIAISANSENSORIAMENTO PARTICIPATIVODETECÇÃO DE EVENTOSONLINE SOCIAL NETWORKSPERFORMANCE ANALYSISPARTICIPATORY SENSINGEVENT DETECTIONPROGRAMA DE PÓS-GRADUAÇÃO EM ENGENHARIA DA INFORMAÇÃO - UFABCCoordenação de Aperfeiçoamento de Pessoal de Nivel SuperiorCities need to collect, store, and process huge amounts of data to provide smarter services, such as mobility, traffic, and disaster management. Social networks, such as Twitter and Instagram, are participatory sensing systems where communities generate a large amount of data every day. Existing studies have often focused on collecting and transforming social media data into insights that may help citizens, with little concern whether the dataset represents the phenomenon they want to understand. This work explores the adequacy of social networking services to be used as platforms for smart city applications. Here, a methodology composed of three steps is proposed. First, the focus is on how to select a social network service that is best suited for a certain application. Second, there is a concern about the validity and quality of the data provided from the Twitter platform in terms of message recovery completeness and response time. Finally, a comparative study is produced over the characteristics of Instagram and Twitter about the level of completeness and response time that these platforms respond to their users. Performance analysis results reveal that in spite of well-known data delivery constraints of the Twitter Streaming API, the majority of tweets could be successfully captured with a response time that makes it adequate to real-time processing. In addition, when comparing platforms regarding data completeness and response time to their users, Twitter outperforms Instagram.http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769/index.php?codigo_sophia=122400&midiaext=79770application/pdfapplication/pdfreponame:Repositório Institucional da UFABCinstname:Universidade Federal do ABC (UFABC)instacron:UFABCinfo:eu-repo/semantics/openAccess2026-01-15T21:56:52Zoai:BDTD:122400Repositório InstitucionalPUBhttp://www.biblioteca.ufabc.edu.br/oai/oai.phpopendoar:2022-06-08T18:47:04Repositório Institucional da UFABC - Universidade Federal do ABC (UFABC)false
dc.title.pt.fl_str_mv Online social networks as real-time data distribution platforms for smart cities
title Online social networks as real-time data distribution platforms for smart cities
spellingShingle Online social networks as real-time data distribution platforms for smart cities
Ayora, Veruska Lorraine
title_short Online social networks as real-time data distribution platforms for smart cities
title_full Online social networks as real-time data distribution platforms for smart cities
title_fullStr Online social networks as real-time data distribution platforms for smart cities
title_full_unstemmed Online social networks as real-time data distribution platforms for smart cities
title_sort Online social networks as real-time data distribution platforms for smart cities
author Ayora, Veruska Lorraine
author_facet Ayora, Veruska Lorraine
author_role author
dc.contributor.advisor1.fl_str_mv Kamienski, Carlos Alberto
dc.contributor.author.fl_str_mv Ayora, Veruska Lorraine
contributor_str_mv Kamienski, Carlos Alberto
description Coordenação de Aperfeiçoamento de Pessoal de Nivel Superior
publishDate 2019
dc.date.issued.fl_str_mv 2019-08-23
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://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769
http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769/index.php?codigo_sophia=122400&midiaext=79770
url http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769
http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122400&midiaext=79769/index.php?codigo_sophia=122400&midiaext=79770
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
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal do ABC
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia da Informação
dc.publisher.initials.fl_str_mv UFABC
publisher.none.fl_str_mv Universidade Federal do ABC
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFABC
instname:Universidade Federal do ABC (UFABC)
instacron:UFABC
instname_str Universidade Federal do ABC (UFABC)
instacron_str UFABC
institution UFABC
reponame_str Repositório Institucional da UFABC
collection Repositório Institucional da UFABC
repository.name.fl_str_mv Repositório Institucional da UFABC - Universidade Federal do ABC (UFABC)
repository.mail.fl_str_mv
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