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Registro Completo |
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Biblioteca(s): |
Embrapa Gado de Leite. |
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Data corrente: |
24/03/2023 |
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Data da última atualização: |
24/03/2023 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
SOARES, N. D.; BRAGA, R.; DAVID, J. M. N.; SIQUEIRA, K. B.; STROELE, V. |
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Afiliação: |
NEDSON D. SOARES, Energisa; REGINA BRAGA, Universidade Federal de Juiz de Fora; JOSÉ MARIA N. DAVID, Universidade Federal de Juiz de Fora; KENNYA BEATRIZ SIQUEIRA, CNPGL; VICTOR STROELE, Universidade Federal de Juiz de Fora. |
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Título: |
Data analysis in social networks for agribusiness: a systematic review. |
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Ano de publicação: |
2023 |
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Fonte/Imprenta: |
IEEE Access, v. 11, p. 8422-8432, 2023. |
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DOI: |
https://doi.org/10.1109/ACCESS.2023.3237984 |
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Idioma: |
Inglês |
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Conteúdo: |
The ability of companies to react to changes imposed by the market can be aided by to information acquisition and knowledge generation. Big data technologies, crowdsourcing, and Online Social Networks (OSN) are used for knowledge generation. These technologies have assumed a significant position in agribusiness in recent decades. This work investigates how social network analysis can promote agribusiness to provide a basis for future applications and evaluations. We adopted a hybrid systematic mapping to conduct the investigation. Two hundred twenty-three works that propose solutions for agribusiness were found and categorized. Results showed the most used OSN is Twitter and revealed an increase in the number of studies in this area. The information obtained indicates how social media monitoring can complement traditional decision-making methods in managing and regulating agricultural systems. However, more studies in agribusiness using data analysis tools on social networks are required, considering the importance of social networks on marketing strategies. Based on our results, we discuss some challenges and research directions. |
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Palavras-Chave: |
Mapeamento sistemático; Rede social. |
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Thesagro: |
Agronegócio; Análise de Dados. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1152681/1/Data-analysis-in-social-networks-for-agribusiness-a-systematic-review.pdf
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Marc: |
LEADER 01819naa a2200229 a 4500
001 2152681
005 2023-03-24
008 2023 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1109/ACCESS.2023.3237984$2DOI
100 1 $aSOARES, N. D.
245 $aData analysis in social networks for agribusiness$ba systematic review.$h[electronic resource]
260 $c2023
520 $aThe ability of companies to react to changes imposed by the market can be aided by to information acquisition and knowledge generation. Big data technologies, crowdsourcing, and Online Social Networks (OSN) are used for knowledge generation. These technologies have assumed a significant position in agribusiness in recent decades. This work investigates how social network analysis can promote agribusiness to provide a basis for future applications and evaluations. We adopted a hybrid systematic mapping to conduct the investigation. Two hundred twenty-three works that propose solutions for agribusiness were found and categorized. Results showed the most used OSN is Twitter and revealed an increase in the number of studies in this area. The information obtained indicates how social media monitoring can complement traditional decision-making methods in managing and regulating agricultural systems. However, more studies in agribusiness using data analysis tools on social networks are required, considering the importance of social networks on marketing strategies. Based on our results, we discuss some challenges and research directions.
650 $aAgronegócio
650 $aAnálise de Dados
653 $aMapeamento sistemático
653 $aRede social
700 1 $aBRAGA, R.
700 1 $aDAVID, J. M. N.
700 1 $aSIQUEIRA, K. B.
700 1 $aSTROELE, V.
773 $tIEEE Access$gv. 11, p. 8422-8432, 2023.
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