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Citation-based Plagiarism Detection

Detecting Disguised and Cross-language Plagiarism using Citation Pattern Analysis

Bela Gipp (Autor)

Buch | Softcover

XXVI, 350 Seiten

2014
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-06393-1 (ISBN)

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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.

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

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

Erscheint lt. Verlag	14.7.2014
Zusatzinfo	XXVI, 350 p. 70 illus.
Verlagsort	Wiesbaden
Sprache	englisch
Maße	148 x 210 mm
Gewicht	488 g
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Citation analysis • Citation-based Plagiarism Detection • Detection approaches • plagiarism detection • Plagiarism forms
ISBN-10	3-658-06393-9 / 3658063939
ISBN-13	978-3-658-06393-1 / 9783658063931
Zustand	Neuware