How to Identify the Emerging Topics of a Research Topic?

Detalhes bibliográficos
Autor(a) principal: Eduardo Amadeu Dutra Moresi
Data de Publicação: 2021
Outros Autores: Isabel Pinho
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.36367/ntqr.9.2021.46-55
Resumo: The words needed to create a co-occurrence analysis can be collected from the author's article titles, abstracts and keywords. These different approaches allow identifying sub-areas in each field and studying their characteristics and trends, portraying the global research profile, finding important topics, disruptive trends, looking for cooperative relationships and interpreting patterns of collaboration between the authors. This work has the objective of presenting two approaches for the interpretation of the results of a bibliographic research. The first approach aims to identify the degree of evolution of publications on a given topic using the logistic curve. The second aims to identify emerging topics from the analysis of keyword co-occurrence. To exemplify the two approaches, a survey was carried out on the Scopus database on the subject of learning assessment. The analysis of the evolution of publications revealed that the topic is still growing and is expected to reach saturation around 2040. The identification of emerging topics indicated 20 keywords that were indexed in 2021. It is concluded that the approaches are relevant to analyze the evolution of a theme and to indicate opportunities to explore emerging topics.
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spelling How to Identify the Emerging Topics of a Research Topic?Como identificar os tópicos emergentes de um tema de investigação?Tópicos EmergentesPesquisa BibliográficaBibliometriaRede de CoocorrênciaAvaliação da AprendizagemEmerging TopicsBibliographic ResearchBibliometricCo-occurrence NetworkLearning AssessmentThe words needed to create a co-occurrence analysis can be collected from the author's article titles, abstracts and keywords. These different approaches allow identifying sub-areas in each field and studying their characteristics and trends, portraying the global research profile, finding important topics, disruptive trends, looking for cooperative relationships and interpreting patterns of collaboration between the authors. This work has the objective of presenting two approaches for the interpretation of the results of a bibliographic research. The first approach aims to identify the degree of evolution of publications on a given topic using the logistic curve. The second aims to identify emerging topics from the analysis of keyword co-occurrence. To exemplify the two approaches, a survey was carried out on the Scopus database on the subject of learning assessment. The analysis of the evolution of publications revealed that the topic is still growing and is expected to reach saturation around 2040. The identification of emerging topics indicated 20 keywords that were indexed in 2021. It is concluded that the approaches are relevant to analyze the evolution of a theme and to indicate opportunities to explore emerging topics.As palavras necessárias para criar uma análise de coocorrência podem ser coletadas dos títulos dos artigos, dos resumos e das palavras-chave do autor. Essas diferentes abordagens permitem identificar subáreas em cada campo e estudar suas características e tendências, retratar o perfil de pesquisa global, encontrar tópicos importantes, tendências disruptivas, procurar relacionamentos cooperativos e interpretar padrões de colaboração entre os autores. Este trabalho tem o objetivo de apresentar duas abordagens para a interpretação dos resultados de uma pesquisa bibliográfica. A primeira abordagem visa identificar o grau de evolução das publicações sobre um determinado tema usando a curva logística. A segunda visa identificar os tópicos emergentes a partir da análise de coocorrência de palavras-chave. Para exemplificar as duas abordagens, foi realizada uma pesquisa na base Scopus sobre o tema avaliação de aprendizagem. A análise da evolução das publicações revelou que o tema ainda está em crescimento e deverá alcançar a saturação por volta do ano 2040. A identificação dos tópicos emergentes indicou 20 palavras-chave que foram indexadas em 2021. Conclui-se que as abordagens são relevantes para analisar a evolução de um tema e indicar oportunidades para explorar tópicos emergentes.Ludomedia2021-07-08info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.36367/ntqr.9.2021.46-55https://doi.org/10.36367/ntqr.9.2021.46-55New Trends in Qualitative Research; Vol. 9 (2021): Qualitative Research in Social Sciences: Advances and Challenges; 46-55New Trends in Qualitative Research; Vol. 9 (2021): Investigación cualitativa en ciencias sociales: avances y desafíos; 46-55New Trends in Qualitative Research; Vol. 9 (2021): Investigação Qualitativa em Ciências Sociais: avanços e desafios; 46-552184-777010.36367/ntqr.9.2021reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPporhttps://publi.ludomedia.org/index.php/ntqr/article/view/347https://publi.ludomedia.org/index.php/ntqr/article/view/347/350Eduardo Amadeu Dutra MoresiIsabel Pinhoinfo:eu-repo/semantics/openAccess2023-08-13T09:13:00Zoai:ojs.publi.ludomedia.org:article/347Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:48:09.425771Repositório 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 How to Identify the Emerging Topics of a Research Topic?
Como identificar os tópicos emergentes de um tema de investigação?
title How to Identify the Emerging Topics of a Research Topic?
spellingShingle How to Identify the Emerging Topics of a Research Topic?
Eduardo Amadeu Dutra Moresi
Tópicos Emergentes
Pesquisa Bibliográfica
Bibliometria
Rede de Coocorrência
Avaliação da Aprendizagem
Emerging Topics
Bibliographic Research
Bibliometric
Co-occurrence Network
Learning Assessment
title_short How to Identify the Emerging Topics of a Research Topic?
title_full How to Identify the Emerging Topics of a Research Topic?
title_fullStr How to Identify the Emerging Topics of a Research Topic?
title_full_unstemmed How to Identify the Emerging Topics of a Research Topic?
title_sort How to Identify the Emerging Topics of a Research Topic?
author Eduardo Amadeu Dutra Moresi
author_facet Eduardo Amadeu Dutra Moresi
Isabel Pinho
author_role author
author2 Isabel Pinho
author2_role author
dc.contributor.author.fl_str_mv Eduardo Amadeu Dutra Moresi
Isabel Pinho
dc.subject.por.fl_str_mv Tópicos Emergentes
Pesquisa Bibliográfica
Bibliometria
Rede de Coocorrência
Avaliação da Aprendizagem
Emerging Topics
Bibliographic Research
Bibliometric
Co-occurrence Network
Learning Assessment
topic Tópicos Emergentes
Pesquisa Bibliográfica
Bibliometria
Rede de Coocorrência
Avaliação da Aprendizagem
Emerging Topics
Bibliographic Research
Bibliometric
Co-occurrence Network
Learning Assessment
description The words needed to create a co-occurrence analysis can be collected from the author's article titles, abstracts and keywords. These different approaches allow identifying sub-areas in each field and studying their characteristics and trends, portraying the global research profile, finding important topics, disruptive trends, looking for cooperative relationships and interpreting patterns of collaboration between the authors. This work has the objective of presenting two approaches for the interpretation of the results of a bibliographic research. The first approach aims to identify the degree of evolution of publications on a given topic using the logistic curve. The second aims to identify emerging topics from the analysis of keyword co-occurrence. To exemplify the two approaches, a survey was carried out on the Scopus database on the subject of learning assessment. The analysis of the evolution of publications revealed that the topic is still growing and is expected to reach saturation around 2040. The identification of emerging topics indicated 20 keywords that were indexed in 2021. It is concluded that the approaches are relevant to analyze the evolution of a theme and to indicate opportunities to explore emerging topics.
publishDate 2021
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https://doi.org/10.36367/ntqr.9.2021.46-55
url https://doi.org/10.36367/ntqr.9.2021.46-55
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https://publi.ludomedia.org/index.php/ntqr/article/view/347/350
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publisher.none.fl_str_mv Ludomedia
dc.source.none.fl_str_mv New Trends in Qualitative Research; Vol. 9 (2021): Qualitative Research in Social Sciences: Advances and Challenges; 46-55
New Trends in Qualitative Research; Vol. 9 (2021): Investigación cualitativa en ciencias sociales: avances y desafíos; 46-55
New Trends in Qualitative Research; Vol. 9 (2021): Investigação Qualitativa em Ciências Sociais: avanços e desafios; 46-55
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10.36367/ntqr.9.2021
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