Use Social Media Knowledge for Exploring the Portuguese Wine Industry

Detalhes bibliográficos
Autor(a) principal: Pérez-Rodríguez, Gael
Data de Publicação: 2022
Outros Autores: Baptista, João Pedro, Igrejas, Gilberto, Fdez-Riverola, Florentino, Lourenço, Anália
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/151030
Resumo: This work was supported by the Associate Laboratory for Green Chemistry—LAQV, financed by the Portuguese Foundation for Science and Technology (FCT/MCTES) Ref. UID/QUI/50006/2020; the Portuguese Foundation for Science and Technology (FCT/MCTES) under the scope of Norte2020—Programa Operacional Regional do Norte. Ref. NORTE-01-0145-FEDER-000004; the Consellerıa de Educacion, Universidades e Formacion Profesional (Xunta de Galicia) under the scope of the strategic funding of ED431C2018/55-GRC Competitive Reference Group, the “Centro singular de investigacion de Galicia” (accreditation 2019-2022) funded by the European Regional Development Fund (ERDF)-Ref. ED431G2019/06. Publisher Copyright: © 2022 Gael Pérez-Rodríguez et al.
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spelling Use Social Media Knowledge for Exploring the Portuguese Wine IndustryFollowing Talks and Perceptions?SoftwareComputer Science ApplicationsThis work was supported by the Associate Laboratory for Green Chemistry—LAQV, financed by the Portuguese Foundation for Science and Technology (FCT/MCTES) Ref. UID/QUI/50006/2020; the Portuguese Foundation for Science and Technology (FCT/MCTES) under the scope of Norte2020—Programa Operacional Regional do Norte. Ref. NORTE-01-0145-FEDER-000004; the Consellerıa de Educacion, Universidades e Formacion Profesional (Xunta de Galicia) under the scope of the strategic funding of ED431C2018/55-GRC Competitive Reference Group, the “Centro singular de investigacion de Galicia” (accreditation 2019-2022) funded by the European Regional Development Fund (ERDF)-Ref. ED431G2019/06. Publisher Copyright: © 2022 Gael Pérez-Rodríguez et al.This work presents an exploratory study that retrieves, processes, and analyses Twitter data to gain insights about the relevance and perceptions of the wine industry in the Douro Portuguese region (including Porto and Douro wines), as well as other regions in the country. The main techniques and algorithms used in our work belong to the families of natural language processing and machine learning, and the practical relevance of the proposed methodology has been proven in the analysis of 1.2 million unique messages from more than 764,000 distinct users retrieved from the Twitter platform. Derived results from this study are valuable to provide insights that can be further used in the context of Business Informatics to promote better and more efficient marketing campaigns, for example, centering the topic on the most interested people or communicating with the most appropriate words.LAQV@REQUIMTERUNPérez-Rodríguez, GaelBaptista, João PedroIgrejas, GilbertoFdez-Riverola, FlorentinoLourenço, Anália2023-03-21T22:28:37Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article17application/pdfhttp://hdl.handle.net/10362/151030eng1058-9244PURE: 56524772https://doi.org/10.1155/2022/2912770info: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:RCAAP2024-03-11T05:33:28Zoai:run.unl.pt:10362/151030Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:54:25.906617Repositório 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 Use Social Media Knowledge for Exploring the Portuguese Wine Industry
Following Talks and Perceptions?
title Use Social Media Knowledge for Exploring the Portuguese Wine Industry
spellingShingle Use Social Media Knowledge for Exploring the Portuguese Wine Industry
Pérez-Rodríguez, Gael
Software
Computer Science Applications
title_short Use Social Media Knowledge for Exploring the Portuguese Wine Industry
title_full Use Social Media Knowledge for Exploring the Portuguese Wine Industry
title_fullStr Use Social Media Knowledge for Exploring the Portuguese Wine Industry
title_full_unstemmed Use Social Media Knowledge for Exploring the Portuguese Wine Industry
title_sort Use Social Media Knowledge for Exploring the Portuguese Wine Industry
author Pérez-Rodríguez, Gael
author_facet Pérez-Rodríguez, Gael
Baptista, João Pedro
Igrejas, Gilberto
Fdez-Riverola, Florentino
Lourenço, Anália
author_role author
author2 Baptista, João Pedro
Igrejas, Gilberto
Fdez-Riverola, Florentino
Lourenço, Anália
author2_role author
author
author
author
dc.contributor.none.fl_str_mv LAQV@REQUIMTE
RUN
dc.contributor.author.fl_str_mv Pérez-Rodríguez, Gael
Baptista, João Pedro
Igrejas, Gilberto
Fdez-Riverola, Florentino
Lourenço, Anália
dc.subject.por.fl_str_mv Software
Computer Science Applications
topic Software
Computer Science Applications
description This work was supported by the Associate Laboratory for Green Chemistry—LAQV, financed by the Portuguese Foundation for Science and Technology (FCT/MCTES) Ref. UID/QUI/50006/2020; the Portuguese Foundation for Science and Technology (FCT/MCTES) under the scope of Norte2020—Programa Operacional Regional do Norte. Ref. NORTE-01-0145-FEDER-000004; the Consellerıa de Educacion, Universidades e Formacion Profesional (Xunta de Galicia) under the scope of the strategic funding of ED431C2018/55-GRC Competitive Reference Group, the “Centro singular de investigacion de Galicia” (accreditation 2019-2022) funded by the European Regional Development Fund (ERDF)-Ref. ED431G2019/06. Publisher Copyright: © 2022 Gael Pérez-Rodríguez et al.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-01-01T00:00:00Z
2023-03-21T22:28:37Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/151030
url http://hdl.handle.net/10362/151030
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1058-9244
PURE: 56524772
https://doi.org/10.1155/2022/2912770
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 17
application/pdf
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
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