Please use this identifier to cite or link to this item: http://www.repositorio.ufop.br/handle/123456789/4305
Title: Reducing fragmentation in incremental author name disambiguation.
Authors: Espiridião, Luciano Vilas Boas
Ferreira, Anderson Almeida
Laender, Alberto Henrique Frade
Gonçalves, Marcos André
Gomes, David Menotti
Tavares, Andréa Iabrudi
Assis, Guilherme Tavares de
Keywords: Author name ambiguity
Bibliographic citation
Incremental disambiguation
Issue Date: 2014
Citation: ESPERIDIÃO, L. V. B. et al. Reducing fragmentation in incremental author name disambiguation. Journal of Information and Data Management - JIDM, São Paulo, v. 5, n. 3, p. 293-307, out. 2014. Disponível em: <https://periodicos.ufmg.br/index.php/jidm/article/view/286>. Acesso em: 21 jan. 2015.
Abstract: Author name ambiguity is a hard problem that occurs when several authors publish articles with the same name or when a same author publishes their articles under different names. Traditionally, automatic disambiguation methods process the author names of all citation records in a repository. Aiming efficiency, incremental methods disambiguate author names only when new citation records are inserted into the repository. As a side effect, several citation records of a same author may be associated with different authors, aka, the fragmentation problem. To diminish this problem, we propose a new merge-oriented incremental method capable of reducing such side effect, without the need to apply a traditional disambiguation method on the whole repository. Our experimental evaluation shows that our method produces significant improvements when compared to an incremental baseline and is very competitive with batch-mode methods.
URI: http://www.repositorio.ufop.br/handle/123456789/4305
ISSN: 2178-7107
metadata.dc.rights.license: Permission to copy without fee all or part of the material printed in JIDM is granted provided that the copies are not made or distributed for commercial advantage, and that notice is given that copying is by permission of the Sociedade Brasileira de Computação. Fonte: Informação contida no artigo.
Appears in Collections:DECOM - Artigos publicados em periódicos

Files in This Item:
File Description SizeFormat 
ARTIGO_ReducingFragmentationIncremental.pdf497,87 kBAdobe PDFView/Open


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.