A Relevance Feedback Approach for the Author Name Disambiguation Problem
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{Godoi2013JCDL,
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author = "Thiago A. Godoi and Ricardo {da Silva Torres} and
Ariadne M. B. R. Carvalho and Marcos A. Goncalves and
Anderson A. Ferreira and Weiguo Fan and Edward A. Fox",
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title = "A Relevance Feedback Approach for the Author Name
Disambiguation Problem",
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booktitle = "Proceedings of the 13th ACM/IEEE-CS Joint Conference
on Digital Libraries",
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year = "2013",
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series = "JCDL '13",
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pages = "209--218",
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address = "Indianapolis, Indiana, USA",
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publisher = "ACM",
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keywords = "genetic algorithms, genetic programming, name
disambiguation, optimum-path forest classifier,
relevance feedback",
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isbn13 = "978-1-4503-2077-1",
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acmid = "2467709",
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URL = "http://doi.acm.org/10.1145/2467696.2467709",
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DOI = "doi:10.1145/2467696.2467709",
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abstract = "This paper presents a new name disambiguation method
that exploits user feedback on ambiguous references
across iterations. An unsupervised step is used to
define pure training samples, and a hybrid supervised
step is employed to learn a classification model for
assigning references to authors. Our classification
scheme combines the Optimum-Path Forest (OPF)
classifier with complex reference similarity functions
generated by a Genetic Programming framework.
Experiments demonstrate that the proposed method yields
better results than state-of-the-art disambiguation
methods on two traditional datasets.",
- }
Genetic Programming entries for
Thiago Anzolin de Godoi
Ricardo da Silva Torres
Ariadne Maria Brito Rizzoni Carvalho
Marcos Andre Goncalves
Anderson A Ferreira
Weiguo Fan
Edward A Fox
Citations