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Citation-Based Plagiarism Detection: Detecting Disguised and Cross-Language Plagiarism Using Citation Pattern Analysis by Bela Gipp

Citation-Based Plagiarism Detection: Detecting Disguised and Cross-Language Plagiarism Using Citation Pattern Analysis

by Bela Gipp
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Book cover type: Paperback
  • ISBN13: 9783658063931
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer Vieweg
  • Publication Date:
  • Pages: 350
  • Original Price: EUR 49.99
  • Language: English
  • Edition: 2014
  • Item Weight: 495 grams
  • BISAC Subject(s): Computer Science, Internet / General, and Data Science / General

From the Back Cover

Plagiarism is a problem with far-reaching consequences for the sciences. However, even today's best software-based systems can only reliably identify copy&paste plagiarism. Disguised plagiarism forms, including paraphrased text, cross-language plagiarism, as well as structural and idea plagiarism often remain undetected. This weakness of current systems results in a large percentage of scientific plagiarism going undetected. Bela Gipp provides an overview of the state-of-the art in plagiarism detection and an analysis of why these approaches fail to detect disguised plagiarism forms. The author proposes Citation-based Plagiarism Detection to address this shortcoming. Unlike character-based approaches, this approach does not rely on text comparisons alone, but analyzes citation patterns within documents to form a language-independent "semantic fingerprint" for similarity assessment. The practicability of Citation-based Plagiarism Detection was proven by its capability to identify so-far non-machine detectable plagiarism in scientific publications.

Contents

  • Current state of plagiarism detection approaches and systems
  • Citation-based Plagiarism Detection

Target Groups

  • Readers interested in the problem of plagiarism in the sciences
  • Faculty and students from all disciplines, but especially computer science

The Author

Bela Gipp is a postdoctoral researcher at the University of California, Berkeley.

Bela Gipp is a postdoctoral researcher at the University of California, Berkeley.

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