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Plagiarism Detection for Indonesian Texts

Published: 02 December 2013 Publication History
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  • Abstract

    In this paper, we describe a view of our research method on the Plagiarism Detection for Indonesian texts that we are working on. This method should address the problems of handling the equivalence class of Indonesian tokens, selecting the targeted source documents, and minimizing the gap of similarity measurement between the selection and the comparison modules. For these reasons, we propose a novel document representation in the candidate document retrieval module and the hybrid of segmentation and similarity of hashing technique in the comparison module.

    References

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    Barrón-Cedeno, A. and Rosso, P. 2010. Towards the 2nd International Competition on Plagiarism Detection and Beyond. In Proceedings of PAN CLEF 2010 LABs and Workshops. Notebook papers. V. Petras & P. Clough, Eds. DOI= http://www.clef2010.org/index.php?page=pages/proceedings.php
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    Potthast, M., Eiselt, A., Cedono, A.B., Stein, B., and Rosso, P. 2011. Overview of the 3rd International Competition on Plagiarism Detection. In Notebook Papers of CLEF 2011 Labs and Workshops (Amsterdam, The Netherlands, Sept 19-22, 2011). DOI= http://www.uni-weimar.de/medien/webis/research/events/pan-11/pan11-web/
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    Zhang, Q., Zhang, Y., Yu, H., and Huang X. 2010. Efficient Partial-Duplicate Detection Based on Sequence Matching. In SIGIR'10. ACM, Geneva, Switzerland, 675--682.
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    Potthast, M. et al. 2009. Overview of the 1st International Competition. In Proceedings of the SEPLN'09 Workshop on Uncovering Plagiarism, Authorship and Social Software Misuse, B. Steinet.al., Eds. (San Sebastian, Spain, Sept 10, 2009). DOI= http://www.webis.de/research/events/pan-09
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    Stein, B., Eissen, S.M.Z., and Potthast, M. 2007. Strategies for Retrieving Plagiarized Documents. In 30th International ACM Conference on Research and Development in Information Retrieval, C. Clarke, et al, Eds.(Amsterdam, The Netherlands, July 23-27, 2007). SIGIR'09. ACM. DOI=http://dx.doi.org/10.1145/1277741.277928.
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    Basile, C. et. al. 2009. A Plagiarism Detection in Three Steps: Selection, Matches and "Square". In Proceedings of the SEPLN'09 Workshop on Uncovering Plagiarism, Authorship and Social Software Misuse, B. Stein et.al, Eds. (San Sebastian, Spain, Sept 10, 2009). 19--23.
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    Hoad, T.C., and Zobel, J. 2003. Methods for Identifying Versioned and Plagiarized Documents. In J. of the ASIST, 54, 3, 203--215.
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    Kasprzak, J., and Brandejs, M. 2010. Improving the Reliability of the Plagiarism Detection System. In Proceedings of PAN CLEF 2010 LABs and Workshops Notebook papers. V. Petras & P. Clough, Eds.
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    Kong, L. et.al. 2012. Approaches for Candidate Document Retrieval and Detailed Comparison of Plagiarism Detection. In Proceedings of CLEF: Uncovering of Plagirism, Authorship, and Social Software Misuse (Rome, Italy, Sept. 17-20, 2012). DOI = http://www.uni-weimar.de/medien/webis/research/events/pan-12/pan12-web/#proceedings
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    Pothast, M. et.al. 2012. Overview of the 4th International Competition on Plagiarism Detection. roceedings of CLEF: Uncovering of Plagirism, Authorship, and Social Software Misuse (Rome, Italy, Sept. 17-20, 2012).
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    Pratama, M.R., Cahyono, E.B., and Marthasari, G.I. 2013. Aplikasi Pendekteksi Duplikasi Dokumen Teks Bahasa Indonesia Menggunakan Algoritma Winnowing dengan Metode K-Gram dan synonym Recognition. In Scribd. Digital Library. DOI= http://www.scribd.com/doc/126778506/Mudafiq-Winnowing
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    Potthast, M., Stein, B., Cedeno, A.B., and Rosso, P. 2010. An Evaluation Framework for Plagiarism Detection. In COLING'10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters (Beijing, August 2010), 997--1005.

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    • (2020)Retrieval of source documents in a text reuse systemJurnal Teknologi dan Sistem Komputer10.14710/jtsiskom.8.2.2020.140-1498:2(140-149)Online publication date: 30-Apr-2020

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    1. Plagiarism Detection for Indonesian Texts

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      IIWAS '13: Proceedings of International Conference on Information Integration and Web-based Applications & Services
      December 2013
      753 pages
      ISBN:9781450321136
      DOI:10.1145/2539150
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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      • @WAS: International Organization of Information Integration and Web-based Applications and Services

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      New York, NY, United States

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      Published: 02 December 2013

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      Author Tags

      1. external plagiarism detection
      2. shingle
      3. suspicious document

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      • (2020)Retrieval of source documents in a text reuse systemJurnal Teknologi dan Sistem Komputer10.14710/jtsiskom.8.2.2020.140-1498:2(140-149)Online publication date: 30-Apr-2020

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