Automatic identification of academic profiles using author name disambiguation
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Data de Publicação: | 2018 |
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Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Em Questão (Online) |
Texto Completo: | https://seer.ufrgs.br/index.php/EmQuestao/article/view/74064 |
Resumo: | The author name disambiguation is a fundamental activity in bibliometric studies, in particular in those that use different sources of information. The objective of this paper is to propose and test an author name disambiguation strategy in order to allow the automatic identification of the Google Academic profile of researchers. The proposed strategy is based on the search for the profiles in Google Scholar, followed by a name matching process. Additionally, the academic publications that are registered in the researcher’s Lattes curriculum and Google Scholar profile are compared. Lastly, the name resolution is carried out by verifying among the compatible profiles the one with the highest evidence of belonging to the respective researcher. A case study involving researchers from the University of São Paulo was conducted, and the automated system was able to correctly identify 4,283 Google Scholar profiles. A coverage analysis showed that the system was able to find about 95% of the profiles of the researchers who have this information, and no false-positive was identified. |
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Automatic identification of academic profiles using author name disambiguationDesambiguação de nomes de autores para a identificação automática de perfis acadêmicosDesambiguação de nomesResolução de entidadesBibliometriaAuthor name disambiguationEntity resolutionBibliometrics.The author name disambiguation is a fundamental activity in bibliometric studies, in particular in those that use different sources of information. The objective of this paper is to propose and test an author name disambiguation strategy in order to allow the automatic identification of the Google Academic profile of researchers. The proposed strategy is based on the search for the profiles in Google Scholar, followed by a name matching process. Additionally, the academic publications that are registered in the researcher’s Lattes curriculum and Google Scholar profile are compared. Lastly, the name resolution is carried out by verifying among the compatible profiles the one with the highest evidence of belonging to the respective researcher. A case study involving researchers from the University of São Paulo was conducted, and the automated system was able to correctly identify 4,283 Google Scholar profiles. A coverage analysis showed that the system was able to find about 95% of the profiles of the researchers who have this information, and no false-positive was identified.A desambiguação de nomes é uma atividade fundamental em estudos bibliométricos, em particular naqueles que utilizam diferentes fontes de informação. O objetivo deste trabalho é propor e testar uma estratégia de desambiguação de nomes de autores de forma a possibilitar a identificação automática do perfil do Google Acadêmico de docentes. A estratégia proposta é baseada na busca pelos perfis dos docentes no Google Acadêmico, seguida por um processo de casamento de nomes. Adicionalmente são comparadas as publicações acadêmicas que estão cadastradas no currículo Lattes do docente e no perfil do Google Acadêmico. Por fim, a resolução de nomes ocorre, verificando-se entre os perfis compatíveis aquele que apresenta maiores evidências de pertencer ao respectivo docente. Um estudo de caso envolvendo os docentes da Universidade de São Paulo foi realizado, e o sistema automático foi capaz de identificar, de maneira correta, 4.283 perfis do Google Acadêmico. Uma análise de cobertura mostrou que o sistema foi capaz de encontrar cerca de 95% dos perfis dos docentes que possuem essa informação, e nenhum falso-positivo foi identificado.Universidade Federal do Rio Grande do Sul, Faculdade de Biblioteconomia e Comunicação, Programa de Pós-Graduação em Ciência da Informação (Porto Alegre/RS)2018-04-19info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAvaliado por Paresapplication/pdfhttps://seer.ufrgs.br/index.php/EmQuestao/article/view/7406410.19132/1808-5245242.37-54Em Questão; v. 24, n. 2, maio/ago. 2018; 37-54Em Questão; v. 24, n. 2, maio/ago. 2018; 37-54Em Questão; v. 24, n. 2, maio/ago. 2018; 37-541808-52451807-8893reponame:Em Questão (Online)instname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSporhttps://seer.ufrgs.br/index.php/EmQuestao/article/view/74064/45895Copyright (c) 2017 Luciano Antonio Digiampietri, João Eduardo Ferreirahttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessDigiampietri, Luciano AntonioFerreira, João Eduardo2024-04-01T11:37:11Zoai:seer.ufrgs.br:article/74064Revistahttps://seer.ufrgs.br/emquestao/PUBhttps://seer.ufrgs.br/EmQuestao/oaiemquestao@ufrgs.br||emquestao@ufrgs.br1808-52451807-8893opendoar:2024-04-01T11:37:11Em Questão (Online) - Universidade Federal do Rio Grande do Sul (UFRGS)false |
dc.title.none.fl_str_mv |
Automatic identification of academic profiles using author name disambiguation Desambiguação de nomes de autores para a identificação automática de perfis acadêmicos |
title |
Automatic identification of academic profiles using author name disambiguation |
spellingShingle |
Automatic identification of academic profiles using author name disambiguation Digiampietri, Luciano Antonio Desambiguação de nomes Resolução de entidades Bibliometria Author name disambiguation Entity resolution Bibliometrics. |
title_short |
Automatic identification of academic profiles using author name disambiguation |
title_full |
Automatic identification of academic profiles using author name disambiguation |
title_fullStr |
Automatic identification of academic profiles using author name disambiguation |
title_full_unstemmed |
Automatic identification of academic profiles using author name disambiguation |
title_sort |
Automatic identification of academic profiles using author name disambiguation |
author |
Digiampietri, Luciano Antonio |
author_facet |
Digiampietri, Luciano Antonio Ferreira, João Eduardo |
author_role |
author |
author2 |
Ferreira, João Eduardo |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Digiampietri, Luciano Antonio Ferreira, João Eduardo |
dc.subject.por.fl_str_mv |
Desambiguação de nomes Resolução de entidades Bibliometria Author name disambiguation Entity resolution Bibliometrics. |
topic |
Desambiguação de nomes Resolução de entidades Bibliometria Author name disambiguation Entity resolution Bibliometrics. |
description |
The author name disambiguation is a fundamental activity in bibliometric studies, in particular in those that use different sources of information. The objective of this paper is to propose and test an author name disambiguation strategy in order to allow the automatic identification of the Google Academic profile of researchers. The proposed strategy is based on the search for the profiles in Google Scholar, followed by a name matching process. Additionally, the academic publications that are registered in the researcher’s Lattes curriculum and Google Scholar profile are compared. Lastly, the name resolution is carried out by verifying among the compatible profiles the one with the highest evidence of belonging to the respective researcher. A case study involving researchers from the University of São Paulo was conducted, and the automated system was able to correctly identify 4,283 Google Scholar profiles. A coverage analysis showed that the system was able to find about 95% of the profiles of the researchers who have this information, and no false-positive was identified. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-04-19 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Avaliado por Pares |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://seer.ufrgs.br/index.php/EmQuestao/article/view/74064 10.19132/1808-5245242.37-54 |
url |
https://seer.ufrgs.br/index.php/EmQuestao/article/view/74064 |
identifier_str_mv |
10.19132/1808-5245242.37-54 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://seer.ufrgs.br/index.php/EmQuestao/article/view/74064/45895 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2017 Luciano Antonio Digiampietri, João Eduardo Ferreira https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2017 Luciano Antonio Digiampietri, João Eduardo Ferreira 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 |
Universidade Federal do Rio Grande do Sul, Faculdade de Biblioteconomia e Comunicação, Programa de Pós-Graduação em Ciência da Informação (Porto Alegre/RS) |
publisher.none.fl_str_mv |
Universidade Federal do Rio Grande do Sul, Faculdade de Biblioteconomia e Comunicação, Programa de Pós-Graduação em Ciência da Informação (Porto Alegre/RS) |
dc.source.none.fl_str_mv |
Em Questão; v. 24, n. 2, maio/ago. 2018; 37-54 Em Questão; v. 24, n. 2, maio/ago. 2018; 37-54 Em Questão; v. 24, n. 2, maio/ago. 2018; 37-54 1808-5245 1807-8893 reponame:Em Questão (Online) instname:Universidade Federal do Rio Grande do Sul (UFRGS) instacron:UFRGS |
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Universidade Federal do Rio Grande do Sul (UFRGS) |
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UFRGS |
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UFRGS |
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Em Questão (Online) |
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Em Questão (Online) |
repository.name.fl_str_mv |
Em Questão (Online) - Universidade Federal do Rio Grande do Sul (UFRGS) |
repository.mail.fl_str_mv |
emquestao@ufrgs.br||emquestao@ufrgs.br |
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