Agrupamentos epistemológicos de artigos publicados sobre big data analytic

Detalhes bibliográficos
Autor(a) principal: Kuzmenko Furlan, Patricia
Data de Publicação: 2017
Outros Autores: Barbin Laurindo, Fernando José
Tipo de documento: Artigo
Idioma: por
Título da fonte: Transinformação (Online)
Texto Completo: https://periodicos.puc-campinas.edu.br/transinfo/article/view/5974
Resumo: The era of big data is yet a reality for businesses and individuals. In recent year, the academic literature exploring this field has grown rapidly. This article aimed to identify the main fields and features of the published papers about big data analytics. The methodological approach considered was a bibliometric research at the ISI Web of Science platform, whose focus was given to the big data management issues. It was possible to identify five distinct groups within the published papers: evolution of big data; management, business and strategy; human behavior and the social and cultural aspects; data mining and knowledge generation; Internet of Things. It was possible to conclude that big data corresponds to an emerging theme, which is not yet consolidated. There is a wide variation in the terms used, which influences the bibliographic searches. Therefore, as a complimentary contribution of this research, the main keywords used in such articles were identified, which contributes for bibliometric research of future studies.
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spelling Agrupamentos epistemológicos de artigos publicados sobre big data analyticThe era of big data is yet a reality for businesses and individuals. In recent year, the academic literature exploring this field has grown rapidly. This article aimed to identify the main fields and features of the published papers about big data analytics. The methodological approach considered was a bibliometric research at the ISI Web of Science platform, whose focus was given to the big data management issues. It was possible to identify five distinct groups within the published papers: evolution of big data; management, business and strategy; human behavior and the social and cultural aspects; data mining and knowledge generation; Internet of Things. It was possible to conclude that big data corresponds to an emerging theme, which is not yet consolidated. There is a wide variation in the terms used, which influences the bibliographic searches. Therefore, as a complimentary contribution of this research, the main keywords used in such articles were identified, which contributes for bibliometric research of future studies.A era do big data já é realidade para empresas e indivíduos, e a literatura acadêmica sobre o tema tem crescido rapidamente nosúltimos anos. Neste artigo, pretendeu-se identificar quais são os principais nichos e vertentes de publicação sobre o big dataanalytics. A opção metodológica foi realizar pesquisa bibliométrica na base de dados ISI Web of Science, utilizando-se aquele termopara focar as práticas de gestão de big data. Foi possível identificar cinco grupos distintos dentre os artigos encontrados: evoluçãodo big data; gestão, negócios e estratégia; comportamento humano e aspectos socioculturais; mineração dos dados(data mining)e geração de conhecimento; e Internet das Coisas. Concluiu-se que o tema é emergente e pouco consolidado, apresentandogrande variação nos termos empregados, o que influencia nas buscas bibliográficas. Como resultado complementar da pesquisa,foram identificadas as principais palavras-chave empregadas nas publicações sobre big data analytics, o que contribui para aspesquisas bibliográficas de estudos futuros.Núcleo de Editoração - PUC-Campinas2017-03-25info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer-reviewed ArticleArtículo revisado por paresAvaliado pelos Paresapplication/pdfhttps://periodicos.puc-campinas.edu.br/transinfo/article/view/5974Transinformação; Vol. 29 No. 1 (2017)Transinformação; Vol. 29 Núm. 1 (2017)Transinformação; v. 29 n. 1 (2017)2318-08890103-3786reponame:Transinformação (Online)instname:Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)instacron:PUC_CAMPporhttps://periodicos.puc-campinas.edu.br/transinfo/article/view/5974/3703Copyright (c) 2022 Transinformaçãohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessKuzmenko Furlan, Patricia Barbin Laurindo, Fernando José 2024-04-02T11:38:48Zoai:ojs.periodicos.puc-campinas.edu.br:article/5974Revistahttp://periodicos.puc-campinas.edu.br/seer/index.php/transinfo/indexPRIhttps://old.scielo.br/oai/scielo-oai.phpsbi.nucleodeeditoracao@puc-campinas.edu.br2318-08890103-3786opendoar:2024-04-02T11:38:48Transinformação (Online) - Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)false
dc.title.none.fl_str_mv Agrupamentos epistemológicos de artigos publicados sobre big data analytic
title Agrupamentos epistemológicos de artigos publicados sobre big data analytic
spellingShingle Agrupamentos epistemológicos de artigos publicados sobre big data analytic
Kuzmenko Furlan, Patricia
title_short Agrupamentos epistemológicos de artigos publicados sobre big data analytic
title_full Agrupamentos epistemológicos de artigos publicados sobre big data analytic
title_fullStr Agrupamentos epistemológicos de artigos publicados sobre big data analytic
title_full_unstemmed Agrupamentos epistemológicos de artigos publicados sobre big data analytic
title_sort Agrupamentos epistemológicos de artigos publicados sobre big data analytic
author Kuzmenko Furlan, Patricia
author_facet Kuzmenko Furlan, Patricia
Barbin Laurindo, Fernando José
author_role author
author2 Barbin Laurindo, Fernando José
author2_role author
dc.contributor.author.fl_str_mv Kuzmenko Furlan, Patricia
Barbin Laurindo, Fernando José
description The era of big data is yet a reality for businesses and individuals. In recent year, the academic literature exploring this field has grown rapidly. This article aimed to identify the main fields and features of the published papers about big data analytics. The methodological approach considered was a bibliometric research at the ISI Web of Science platform, whose focus was given to the big data management issues. It was possible to identify five distinct groups within the published papers: evolution of big data; management, business and strategy; human behavior and the social and cultural aspects; data mining and knowledge generation; Internet of Things. It was possible to conclude that big data corresponds to an emerging theme, which is not yet consolidated. There is a wide variation in the terms used, which influences the bibliographic searches. Therefore, as a complimentary contribution of this research, the main keywords used in such articles were identified, which contributes for bibliometric research of future studies.
publishDate 2017
dc.date.none.fl_str_mv 2017-03-25
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
Artículo revisado por pares
Avaliado pelos Pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.puc-campinas.edu.br/transinfo/article/view/5974
url https://periodicos.puc-campinas.edu.br/transinfo/article/view/5974
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.puc-campinas.edu.br/transinfo/article/view/5974/3703
dc.rights.driver.fl_str_mv Copyright (c) 2022 Transinformação
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Transinformação
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Núcleo de Editoração - PUC-Campinas
publisher.none.fl_str_mv Núcleo de Editoração - PUC-Campinas
dc.source.none.fl_str_mv Transinformação; Vol. 29 No. 1 (2017)
Transinformação; Vol. 29 Núm. 1 (2017)
Transinformação; v. 29 n. 1 (2017)
2318-0889
0103-3786
reponame:Transinformação (Online)
instname:Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)
instacron:PUC_CAMP
instname_str Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)
instacron_str PUC_CAMP
institution PUC_CAMP
reponame_str Transinformação (Online)
collection Transinformação (Online)
repository.name.fl_str_mv Transinformação (Online) - Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)
repository.mail.fl_str_mv sbi.nucleodeeditoracao@puc-campinas.edu.br
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