A tool for generating synthetic authorship records for evaluating author name disambiguation methods

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.creatorFerreira, Anderson Almeida-
Autor(es): dc.creatorGonçalves, Marcos André-
Autor(es): dc.creatorAlmeida, Jussara Marques de-
Autor(es): dc.creatorLaender, Alberto Henrique Frade-
Autor(es): dc.creatorVeloso, Adriano Alonso-
Data de aceite: dc.date.accessioned2019-11-06T13:25:28Z-
Data de disponibilização: dc.date.available2019-11-06T13:25:28Z-
Data de envio: dc.date.issued2012-10-22-
Data de envio: dc.date.issued2012-10-22-
Data de envio: dc.date.issued2012-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/123456789/1728-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/capes/555080-
Descrição: dc.descriptionThe author name disambiguation task has to deal with uncertainties related to the possible many-to-many correspondences between ambiguous names and unique authors. Despite the variety of name disambiguation methods available in the literature to solve the problem, most of them are rarely compared against each other. Moreover, they are often evaluated without considering a time evolving digital library, susceptible to dynamic (and therefore challenging) patterns such as the introduction of new authors and the change of research-ers’ interests over time. In order to facilitate the evaluation of name disambiguation meth-ods in various realistic scenarios and under controlled conditions, in this article we propose SyGAR, a new Synthetic Generator of Authorship Records that generates citation records based on author profiles. SyGAR can be used to generate successive loads of citation records simulating a living digital library that evolves according to various publication pat-terns. We validate SyGAR by comparing the results produced by three representative name disambiguation methods on real as well as synthetically generated collections of citation records. We also demonstrate its applicability by evaluating those methods on a time evolving digital library collection generated with the tool, considering several dynamic and realistic scenarios.-
Idioma: dc.languageen-
Direitos: dc.rightsO Periódico Information Sciences concede permissão para depósito do artigo no Repositório Institucional da UFOP. Número da licença: 3303030527825.-
Palavras-chave: dc.subjectAuthor name disambiguation-
Palavras-chave: dc.subjectDigital library-
Palavras-chave: dc.subjectBibliographic citation-
Palavras-chave: dc.subjectSynthetic generator-
Título: dc.titleA tool for generating synthetic authorship records for evaluating author name disambiguation methods-
Aparece nas coleções:Repositório Institucional - UFOP

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