SyGAR – A synthetic data generator for evaluating name disambiguation methods.
Autor(a) principal: | |
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Data de Publicação: | 2009 |
Outros Autores: | , , , |
Tipo de documento: | Artigo de conferência |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFOP |
Texto Completo: | http://www.repositorio.ufop.br/handle/123456789/1732 |
Resumo: | Name ambiguity in the context of bibliographic citations is one of the hardest problems currently faced by the digital library community. Several methods have been proposed in the literature, but none of them provides the perfect solution for the problem. More importantly, basically all of these methods were tested in limited and restricted scenarios , which raises concerns about their practical applicability. In this work, we deal with these limitation s by proposing a synthetic generator of ambiguous authors hip records called SyGAR . The generator was validated against a gold standard collection of d is ambiguated records , and aplied to evaluate three d is ambiguation method s in a relevant scenario. |
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Ferreira, Anderson AlmeidaGonçalves, Marcos AndréAlmeida, Jussara Marques deLaender, Alberto Henrique FradeVeloso, Adriano Alonso2012-10-22T20:36:11Z2012-10-22T20:36:11Z2009FERREIRA, A. A. et al. SyGAR – A synthetic data generator for evaluating name disambiguation methods. In. Research and Advanced Technology for Digital Libraries,13,. 2009. Corfu. Anais... Corfu: Research and Advanced Technology for Digital Libraries, 2009. Disponível em: <http://homepages.dcc.ufmg.br/~adrianov/papers/ECDL09/ecdl09.pdf>. Acesso em: 22 out. 2012.http://www.repositorio.ufop.br/handle/123456789/1732Name ambiguity in the context of bibliographic citations is one of the hardest problems currently faced by the digital library community. Several methods have been proposed in the literature, but none of them provides the perfect solution for the problem. More importantly, basically all of these methods were tested in limited and restricted scenarios , which raises concerns about their practical applicability. In this work, we deal with these limitation s by proposing a synthetic generator of ambiguous authors hip records called SyGAR . The generator was validated against a gold standard collection of d is ambiguated records , and aplied to evaluate three d is ambiguation method s in a relevant scenario.SyGAR – A synthetic data generator for evaluating name disambiguation methods.info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectengreponame:Repositório Institucional da UFOPinstname:Universidade Federal de Ouro Preto (UFOP)instacron:UFOPinfo:eu-repo/semantics/openAccessLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://www.repositorio.ufop.br/bitstream/123456789/1732/5/license.txt8a4605be74aa9ea9d79846c1fba20a33MD55ORIGINALEVENTO_SyntheticDataGenerator.pdfEVENTO_SyntheticDataGenerator.pdfapplication/pdf78320http://www.repositorio.ufop.br/bitstream/123456789/1732/1/EVENTO_SyntheticDataGenerator.pdfdcf8065542a8a687169b47ad59b835a0MD51123456789/17322017-01-05 07:50:51.567oai:localhost: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Repositório InstitucionalPUBhttp://www.repositorio.ufop.br/oai/requestrepositorio@ufop.edu.bropendoar:32332017-01-05T12:50:51Repositório Institucional da UFOP - Universidade Federal de Ouro Preto (UFOP)false |
dc.title.pt_BR.fl_str_mv |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. |
title |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. |
spellingShingle |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. Ferreira, Anderson Almeida |
title_short |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. |
title_full |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. |
title_fullStr |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. |
title_full_unstemmed |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. |
title_sort |
SyGAR – A synthetic data generator for evaluating name disambiguation methods. |
author |
Ferreira, Anderson Almeida |
author_facet |
Ferreira, Anderson Almeida Gonçalves, Marcos André Almeida, Jussara Marques de Laender, Alberto Henrique Frade Veloso, Adriano Alonso |
author_role |
author |
author2 |
Gonçalves, Marcos André Almeida, Jussara Marques de Laender, Alberto Henrique Frade Veloso, Adriano Alonso |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Ferreira, Anderson Almeida Gonçalves, Marcos André Almeida, Jussara Marques de Laender, Alberto Henrique Frade Veloso, Adriano Alonso |
description |
Name ambiguity in the context of bibliographic citations is one of the hardest problems currently faced by the digital library community. Several methods have been proposed in the literature, but none of them provides the perfect solution for the problem. More importantly, basically all of these methods were tested in limited and restricted scenarios , which raises concerns about their practical applicability. In this work, we deal with these limitation s by proposing a synthetic generator of ambiguous authors hip records called SyGAR . The generator was validated against a gold standard collection of d is ambiguated records , and aplied to evaluate three d is ambiguation method s in a relevant scenario. |
publishDate |
2009 |
dc.date.issued.fl_str_mv |
2009 |
dc.date.accessioned.fl_str_mv |
2012-10-22T20:36:11Z |
dc.date.available.fl_str_mv |
2012-10-22T20:36:11Z |
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info:eu-repo/semantics/conferenceObject |
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conferenceObject |
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publishedVersion |
dc.identifier.citation.fl_str_mv |
FERREIRA, A. A. et al. SyGAR – A synthetic data generator for evaluating name disambiguation methods. In. Research and Advanced Technology for Digital Libraries,13,. 2009. Corfu. Anais... Corfu: Research and Advanced Technology for Digital Libraries, 2009. Disponível em: <http://homepages.dcc.ufmg.br/~adrianov/papers/ECDL09/ecdl09.pdf>. Acesso em: 22 out. 2012. |
dc.identifier.uri.fl_str_mv |
http://www.repositorio.ufop.br/handle/123456789/1732 |
identifier_str_mv |
FERREIRA, A. A. et al. SyGAR – A synthetic data generator for evaluating name disambiguation methods. In. Research and Advanced Technology for Digital Libraries,13,. 2009. Corfu. Anais... Corfu: Research and Advanced Technology for Digital Libraries, 2009. Disponível em: <http://homepages.dcc.ufmg.br/~adrianov/papers/ECDL09/ecdl09.pdf>. Acesso em: 22 out. 2012. |
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http://www.repositorio.ufop.br/handle/123456789/1732 |
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eng |
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eng |
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