Domain vocabulary alignment using AML and LogMap

Detalhes bibliográficos
Autor(a) principal: Guimarães, João Pedro Pereira
Data de Publicação: 2022
Outros Autores: Andrade, Morgana Carneiro de, Baptista, Ana Alice
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Revista Brasileira de Direito Civil (Online)
Texto Completo: https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437
Resumo: Introduction: In the context of the Semantic Web, interoperability among heterogeneous ontologies is a challenge due to several factors, among which semantic ambiguity and redundancy stand out. In order to overcome such challenges, systems and algorithms are adopted.  In this study, it is understood that controlled vocabularies are a particular form of ontologies. Objective: to obtain a vocabulary resulting from the alignment and merging of the vocabularies Scientific Domains and Scientific Areas of FCT, EuroSciVoc and UNESCO nomenclature for fields of Science&Technology, in the domain of Computer Science, to be used within the IViSSEM project. Methodology: literature review on systems/algorithms for ontology alignment, using the PRISMA methodology; alignment of the three vocabularies; and vocabulary validation through Delphi study. Results: we proceeded to analyse the 25 ontology alignment systems and variants that participated in at least one track of the competition between 2018-2019. Of these systems were selected Agreement Maker Light and LogMap to perform the alignment of the three vocabularies, making a cut for the area of Computer Science. Conclusion: The vocabulary obtained from the Agreement Maker Light presented a better performance. At the end, a vocabulary with 98 terms was obtained in the Computer Science domain to be adopted by the IViSSEM project. The resulting alignment between the vocabulary used at national level by FCT (Portugal) with one used by the European Union (EuroSciVoc) and another one from the domain of Science&Technology (UNESCO), establishing fruitful relationships for other universities and projects, as well as for FCT itself.
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spelling Domain vocabulary alignment using AML and LogMapAlinhamento de vocabulário de domínio utilizando os sistemas AML e LogMapControlled vocabularyDomain vocabularyOntology alignmentOntology Alignment Evaluation InitiativeSemantic WebAlinhamento de ontologiasVocabulários controladosVocabulários de domínioOntology Alignment Evaluation IniciativeWeb SemânticaIntroduction: In the context of the Semantic Web, interoperability among heterogeneous ontologies is a challenge due to several factors, among which semantic ambiguity and redundancy stand out. In order to overcome such challenges, systems and algorithms are adopted.  In this study, it is understood that controlled vocabularies are a particular form of ontologies. Objective: to obtain a vocabulary resulting from the alignment and merging of the vocabularies Scientific Domains and Scientific Areas of FCT, EuroSciVoc and UNESCO nomenclature for fields of Science&Technology, in the domain of Computer Science, to be used within the IViSSEM project. Methodology: literature review on systems/algorithms for ontology alignment, using the PRISMA methodology; alignment of the three vocabularies; and vocabulary validation through Delphi study. Results: we proceeded to analyse the 25 ontology alignment systems and variants that participated in at least one track of the competition between 2018-2019. Of these systems were selected Agreement Maker Light and LogMap to perform the alignment of the three vocabularies, making a cut for the area of Computer Science. Conclusion: The vocabulary obtained from the Agreement Maker Light presented a better performance. At the end, a vocabulary with 98 terms was obtained in the Computer Science domain to be adopted by the IViSSEM project. The resulting alignment between the vocabulary used at national level by FCT (Portugal) with one used by the European Union (EuroSciVoc) and another one from the domain of Science&Technology (UNESCO), establishing fruitful relationships for other universities and projects, as well as for FCT itself.Introdução: No contexto da Web Semântica, a interoperabilidade entre ontologias heterogêneas é um desafio devido a diversos fatores entre os quais se destacam a ambiguidade e a redundância semântica. Para superar tais desafios, adota-se sistemas/algoritmos para alinhamento de ontologias.  Neste estudo, entende-se que vocabulários controlados são uma forma particular de ontologias. Objetivo: obter um vocabulário resultante do alinhamento e fusão dos vocabulários Domínios Científicos e Áreas Científicas da FCT, EuroSciVoc e UNESCO nomenclature for fields of Science and Technology, no domínio Ciências da Computação, para ser usado no âmbito do projeto IViSSEM. Metodologia: revisão da literatura sobre sistemas/algoritmos para alinhamento de ontologias, utilizando a metodologia PRISMA; alinhamento dos três vocabulários; e validação do vocabulário por meio do estudo Delphi. Resultados: procedeu-se à análise dos 25 sistemas de alinhamento de ontologias e variantes que participaram de pelo menos uma track da competição entre 2018 e 2019. Destes sistemas foram selecionados Agreement Maker Light e LogMap para realizar o alinhamento dos três vocabulários, fazendo um recorte para a área da Ciência da Computação. Conclusão: O vocabulário obtido a partir do Agreement Maker Light apresentou uma melhor performance. Ao final foi obtido o vocabulário, com 98 termos, no domínio da Ciência da Computação a ser adotado pelo projeto IViSSEM. O alinhamento resultante entre o vocabulário utilizado a nível nacional pela FCT (Portugal) com um empregue pela União Europeia (EuroSciVoc) e outro do domínio da Ciência&Tecnologia (UNESCO), estabelecendo relações proveitosas para outras universidades e projetos, bem como para a própria FCT. Universidade Estadual de Campinas2022-07-20info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionTextoinfo:eu-repo/semantics/othertext/htmlapplication/pdfapplication/pdftext/htmlhttps://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/866843710.20396/rdbci.v20i00.8668437RDBCI: Digital Journal of Library and Information Science; Vol. 20 (2022): Countinous Publication; e022015RDBCI: Revista Digital de Biblioteconomia e Ciência da Informação; v. 20 (2022): Publicação Contínua; e0220151678-765Xreponame:Revista Brasileira de Direito Civil (Online)instname:Instituto Brasileiro de Direito Civil (IBDCivil)instacron:Instituto Brasileiro de Direito Civilporenghttps://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29829https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29602https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29673https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29674Portugal; ContemporaryPortugal; ContemporâneoCopyright (c) 2022 João Pedro Pereira Guimarães, Morgana Carneiro de Andrade, Ana Alice Baptistahttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessGuimarães, João Pedro Pereira Andrade, Morgana Carneiro deBaptista, Ana Alice 2023-12-29T18:07:41Zoai:ojs.periodicos.sbu.unicamp.br:article/8668437Revistahttps://rbdcivil.ibdcivil.org.br/rbdchttps://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/oai||rbdcivil@ibdcivil.org.br2358-69742358-6974opendoar:2023-12-29T18:07:41Revista Brasileira de Direito Civil (Online) - Instituto Brasileiro de Direito Civil (IBDCivil)false
dc.title.none.fl_str_mv Domain vocabulary alignment using AML and LogMap
Alinhamento de vocabulário de domínio utilizando os sistemas AML e LogMap
title Domain vocabulary alignment using AML and LogMap
spellingShingle Domain vocabulary alignment using AML and LogMap
Guimarães, João Pedro Pereira
Controlled vocabulary
Domain vocabulary
Ontology alignment
Ontology Alignment Evaluation Initiative
Semantic Web
Alinhamento de ontologias
Vocabulários controlados
Vocabulários de domínio
Ontology Alignment Evaluation Iniciative
Web Semântica
title_short Domain vocabulary alignment using AML and LogMap
title_full Domain vocabulary alignment using AML and LogMap
title_fullStr Domain vocabulary alignment using AML and LogMap
title_full_unstemmed Domain vocabulary alignment using AML and LogMap
title_sort Domain vocabulary alignment using AML and LogMap
author Guimarães, João Pedro Pereira
author_facet Guimarães, João Pedro Pereira
Andrade, Morgana Carneiro de
Baptista, Ana Alice
author_role author
author2 Andrade, Morgana Carneiro de
Baptista, Ana Alice
author2_role author
author
dc.contributor.author.fl_str_mv Guimarães, João Pedro Pereira
Andrade, Morgana Carneiro de
Baptista, Ana Alice
dc.subject.por.fl_str_mv Controlled vocabulary
Domain vocabulary
Ontology alignment
Ontology Alignment Evaluation Initiative
Semantic Web
Alinhamento de ontologias
Vocabulários controlados
Vocabulários de domínio
Ontology Alignment Evaluation Iniciative
Web Semântica
topic Controlled vocabulary
Domain vocabulary
Ontology alignment
Ontology Alignment Evaluation Initiative
Semantic Web
Alinhamento de ontologias
Vocabulários controlados
Vocabulários de domínio
Ontology Alignment Evaluation Iniciative
Web Semântica
description Introduction: In the context of the Semantic Web, interoperability among heterogeneous ontologies is a challenge due to several factors, among which semantic ambiguity and redundancy stand out. In order to overcome such challenges, systems and algorithms are adopted.  In this study, it is understood that controlled vocabularies are a particular form of ontologies. Objective: to obtain a vocabulary resulting from the alignment and merging of the vocabularies Scientific Domains and Scientific Areas of FCT, EuroSciVoc and UNESCO nomenclature for fields of Science&Technology, in the domain of Computer Science, to be used within the IViSSEM project. Methodology: literature review on systems/algorithms for ontology alignment, using the PRISMA methodology; alignment of the three vocabularies; and vocabulary validation through Delphi study. Results: we proceeded to analyse the 25 ontology alignment systems and variants that participated in at least one track of the competition between 2018-2019. Of these systems were selected Agreement Maker Light and LogMap to perform the alignment of the three vocabularies, making a cut for the area of Computer Science. Conclusion: The vocabulary obtained from the Agreement Maker Light presented a better performance. At the end, a vocabulary with 98 terms was obtained in the Computer Science domain to be adopted by the IViSSEM project. The resulting alignment between the vocabulary used at national level by FCT (Portugal) with one used by the European Union (EuroSciVoc) and another one from the domain of Science&Technology (UNESCO), establishing fruitful relationships for other universities and projects, as well as for FCT itself.
publishDate 2022
dc.date.none.fl_str_mv 2022-07-20
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Texto
info:eu-repo/semantics/other
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437
10.20396/rdbci.v20i00.8668437
url https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437
identifier_str_mv 10.20396/rdbci.v20i00.8668437
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29829
https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29602
https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29673
https://periodicos.sbu.unicamp.br/ojs/index.php/rdbci/article/view/8668437/29674
dc.rights.driver.fl_str_mv Copyright (c) 2022 João Pedro Pereira Guimarães, Morgana Carneiro de Andrade, Ana Alice Baptista
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 João Pedro Pereira Guimarães, Morgana Carneiro de Andrade, Ana Alice Baptista
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
application/pdf
application/pdf
text/html
dc.coverage.none.fl_str_mv Portugal; Contemporary
Portugal; Contemporâneo
dc.publisher.none.fl_str_mv Universidade Estadual de Campinas
publisher.none.fl_str_mv Universidade Estadual de Campinas
dc.source.none.fl_str_mv RDBCI: Digital Journal of Library and Information Science; Vol. 20 (2022): Countinous Publication; e022015
RDBCI: Revista Digital de Biblioteconomia e Ciência da Informação; v. 20 (2022): Publicação Contínua; e022015
1678-765X
reponame:Revista Brasileira de Direito Civil (Online)
instname:Instituto Brasileiro de Direito Civil (IBDCivil)
instacron:Instituto Brasileiro de Direito Civil
instname_str Instituto Brasileiro de Direito Civil (IBDCivil)
instacron_str Instituto Brasileiro de Direito Civil
institution Instituto Brasileiro de Direito Civil
reponame_str Revista Brasileira de Direito Civil (Online)
collection Revista Brasileira de Direito Civil (Online)
repository.name.fl_str_mv Revista Brasileira de Direito Civil (Online) - Instituto Brasileiro de Direito Civil (IBDCivil)
repository.mail.fl_str_mv ||rbdcivil@ibdcivil.org.br
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