Comparative Evaluation of Text- and Citation-based Plagiarism Detection Approaches using GuttenPlag

Gipp, Bela; Meuschke, Norman; Beel, Joeran

Comparative Evaluation of Text- and Citation-based Plagiarism Detection Approaches using GuttenPlag

Dateien

Gipp_0-285674.pdfGröße: 707.94 KBDownloads: 567

Datum

2011

Autor:innen

Gipp, Bela

Meuschke, Norman

Beel, Joeran

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

GLEN NEWTON, , ed.. Proceedings of the 2011 ACM/IEEE Joint Conference on Digital Libraries : June 13 - 17, 2011 Ottawa, ON, Canada. New York: ACM, 2011, pp. 255-258. ISBN 978-1-4503-0744-4. Available under: doi: 10.1145/1998076.1998124

Zusammenfassung

Various approaches for plagiarism detection exist. All are based on more or less sophisticated text analysis methods such as string matching, fingerprinting or style comparison. In this paper a new approach called Citation-based Plagiarism Detection is evaluated using a doctoral thesis, in which a volunteer crowd-sourcing project called GuttenPlag identified substantial amounts of plagiarism through careful manual inspection. This new approach is able to identify similar and plagiarized documents based on the citations used in the text. It is shown that citation-based plagiarism detection performs significantly better than text-based procedures in identifying strong paraphrasing, translation and some idea plagiarism. Detection rates can be improved by combining citation-based with text-based plagiarism detection.

Fachgebiet (DDC)

004 Informatik

Schlagwörter

Plagiarism Detection Systems, Citation-based Plagiarism Detection

Konferenz

JCDL '11, 13. Juni 2011 - 17. Juni 2011, Ottawa

Zitieren

ISO 690

GIPP, Bela, Norman MEUSCHKE, Joeran BEEL, 2011. Comparative Evaluation of Text- and Citation-based Plagiarism Detection Approaches using GuttenPlag. JCDL '11. Ottawa, 13. Juni 2011 - 17. Juni 2011. In: GLEN NEWTON, , ed.. Proceedings of the 2011 ACM/IEEE Joint Conference on Digital Libraries : June 13 - 17, 2011 Ottawa, ON, Canada. New York: ACM, 2011, pp. 255-258. ISBN 978-1-4503-0744-4. Available under: doi: 10.1145/1998076.1998124

BibTex

@inproceedings{Gipp2011Compa-30893,
  year={2011},
  doi={10.1145/1998076.1998124},
  title={Comparative Evaluation of Text- and Citation-based Plagiarism Detection Approaches using GuttenPlag},
  isbn={978-1-4503-0744-4},
  publisher={ACM},
  address={New York},
  booktitle={Proceedings of the 2011 ACM/IEEE Joint Conference on Digital Libraries : June 13 - 17, 2011 Ottawa, ON, Canada},
  pages={255--258},
  editor={Glen Newton},
  author={Gipp, Bela and Meuschke, Norman and Beel, Joeran}
}

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