Copy detection in Chinese documents using Ferret.

The Ferret copy detector has been used since 2001 to find plagiarism in large collections of students’ coursework in English. This article reports on extending its application to Chinese, with experiments on corpora of coursework collected from two Chinese universities. Our experiments show that Fer...

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Publicado en:Language Resources & Evaluation Vol. 40; no. 3/4; pp. 357 - 366
Autores principales: Jun Peng Bao, Lyon, Caroline, Lane, Peter C. R.
Formato: Artículo
Publicado: Springer Nature Aug2006
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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          Jun Peng Bao
          Lyon, Caroline
          Lane, Peter C. R.
        affil:
          Department of Computer Science & Technology, Xi'an Jiaotong University, Xi'an 710049, China
          School of Computer Science, University of Hertfordshire, Hatfield, AL10 9AB, UK
      su:
        Chinese document writing
        Ferret
        Plagiarism
        Chinese language
        Copyright infringement
        China
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          China
          Chinese document writing
          Ferret
          Plagiarism
          Chinese language
          Copyright infringement
      keyword:
        Chinese processing
        Copy detection
        Word definition
      ab: The Ferret copy detector has been used since 2001 to find plagiarism in large collections of students’ coursework in English. This article reports on extending its application to Chinese, with experiments on corpora of coursework collected from two Chinese universities. Our experiments show that Ferret can find both artificially constructed plagiarism and actually occurring, previously undetected plagiarism. We discuss issues of representation, focus on the effectiveness of a sub-symbolic approach, and show that Ferret does not need to find word boundaries first.
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    language: English
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