A Relevance Feedback Approach for the Author Name Disambiguation Problem

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@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