A Single Author Style Representation for the Author Verification Task

نویسندگان

  • Cristhian Mayor
  • Josué Gerardo Gutiérrez Hernández
  • Angel Israel Toledo Castro
  • Rodrigo Martinez
  • Paola Ledesma
  • Gibran Fuentes Pineda
  • Iván V. Meza
چکیده

This paper presents our experience implementing three approaches for the ‘PAN 2014 Author Identification’ [3,1] task using the same representation for the author’s style. Two of our approaches extend previous successful approaches: naive Bayes [4] and impostor [8] methods. The third approach is based on original research on sparse representation for text documents. We present results with the official development and test corpora.

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تاریخ انتشار 2014