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Citation-based Plagiarism Detection

Citation-based Plagiarism Detection

Detecting Disguised and Cross-language Plagiarism using Citation Pattern Analysis

by Bela Gipp
Paperback
Publication Date: 14/07/2014

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$179.95
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.
ISBN:
9783658063931
9783658063931
Category:
Artificial intelligence
Format:
Paperback
Publication Date:
14-07-2014
Publisher:
Springer Fachmedien Wiesbaden
Country of origin:
Germany
Pages:
350
Dimensions (mm):
210x148x21mm
Weight:
4.85kg

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