A Relevance Feedback Approach for the Author Name Disambiguation Problem

Created by W.Langdon from gp-bibliography.bib Revision:1.4504

@InProceedings{Godoi2013JCDL,
  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",
  title =        "A Relevance Feedback Approach for the Author Name
                 Disambiguation Problem",
  booktitle =    "Proceedings of the 13th ACM/IEEE-CS Joint Conference
                 on Digital Libraries",
  year =         "2013",
  series =       "JCDL '13",
  pages =        "209--218",
  address =      "Indianapolis, Indiana, USA",
  publisher =    "ACM",
  keywords =     "genetic algorithms, genetic programming, name
                 disambiguation, optimum-path forest classifier,
                 relevance feedback",
  isbn13 =       "978-1-4503-2077-1",
  acmid =        "2467709",
  URL =          "http://doi.acm.org/10.1145/2467696.2467709",
  DOI =          "doi:10.1145/2467696.2467709",
  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