Plagiarism detection algorithm using natural language processing based on grammar analyzing

Journal of Theoretical and Applied Information Technology

Volumn 63, Issue 1, 2014, Pages 168-180

  Adam, Angry Ronald ^a   Suharjito, ^a  

^a BINA NUSANTARA UNIVERSITY   (Indonesia)

Author keywords

Ferret; Intrinsic Plagiarism; Natural Language Processing; Part Of Speech; Plagiarism Detection; Semantic Parsing; Syntactic parsing; Wcopyfind

Indexed keywords

EID: 84900400221     PISSN: 19928645     EISSN: 18173195     Source Type: Journal    
DOI: None     Document Type: Article

References (21)

1. M. Kashkur, and S. Parshutin, "Research into Plagiarism Cases and Plagiarism Detection Methods", Scientific Journal of Riga Technical University, Vol. 44, No. 1, 2010, pp. 138-143.
2. P. M. Scanlon, & D. R. Neumann, "Internet Plagiarism among College Students", Journal of College Student Development, Vol. 43, No. 3, 2002, 374-385.
3. N. Meuschke, & B. Gipp, "State of the art in the detecting academic plagiarism", International Journal For Educational Integrity, Vol. 9, No. 1, 2013, 50-71.
4. S. Alzahrani, N. Salim, & A. Abraham, "Understanding Plagiarism Linguistic Patterns, Textual Features, and Detection Methods", IEEE, Vol. 42, No. 2, 2012, 133-149.
5. R. Mihalcea, H. Liu, & H. Lieberman, "(NLP) Natural Language Processing for (NLP) Natural Language Programming", Proceedings of International Conference on Computational Linguistic and Intelligent Text Processing (CICLing), Mexico City (Mexico), February 19- 25, 2006, pp. 319-330.
6. R. Collobert, J. Weston, L. Bottou, M. Karlen, K. Kavukcuoglu, & P. Kuksa, "Natural Language Processing (Almost) from Scratch", Journal of Machine Learning Research, Vol. 12, 2011, pp. 2493-2537.
7. E. Stamatatos, "Intrinsic Plagiarism Detection Using Character n-gram Profiles", Proceedings of International Conference on Spanish Society for Natural Language Processing (SEPLN), San Sebastian (Spain), September 8-10, 2009, pp. 38-46
8. M. Mozgovoy, T. Kakkonen, and G. Cosma, "Automatic Student Plagiarism Detection: Future perspectives", Journal of Educational Computing Research, Vol. 43, No. 4, 2010, pp. 507-527.
9. G. Botana, J. Leon, R. Olmos, & I. Escudero, "Latent Semantic Analysis Parameters for Essay Evaluation using Small-Scale Corpora", Journal of Quantitative Linguistics, Vol. 17, No.1, 2010, pp. 1-29.
10. D. Micol, R. Munoz, & O. Ferrandez, "Investigating Advanced Techniques for Document Content Similarity Applied to External Plagiarism Analysis", Proceedings of International Conference on Recent Advances in Natural Language Processing (RANLP), Hissar (Bulgaria), September 12-14, 2011, pp. 240-246.
11. M. Chong, L. Specia, & R. Mitkov, "Using Natural Language Processing for Automatic Detection of Plagiarism", Proceedings of International Conference on International Plagiarism Conference (IPC), Northumbria University (Newcastle), June 21-23, 2010.
12. T. Kucecka, "Plagiarism Detection in Obfuscated Documents Using an N-gram Technique", ACM, Vol. 3, No. 2, 2011, pp. 67-71.
13. R. Bose, "Natural Language Processing: Current state and future directions", International Journal of the Computer, Vol. 12, No. 1, 2004, pp. 1-11.
14. D. Micol, R. Munoz, & O. Ferrandez, "Investigating Advanced Techniques for Document Content Similarity Applied to External Plagiarism Analysis", Proceedings of International Conference on Recent Advances in Natural Language Processing (RANLP), Hissar (Bulgaria), September 12-14, September 12-14, 2011, pp. 240-246.
15. L. Ramya, & R. Venkatalakshmi, "Intelligent Plagiarism Detection", International Journal of Research in Engineering & Advanced Technology (IJREAT), Vol. 1, No. 1, 2013,pp. 171-174.
16. W. Y. Lin, N. Peng, C. C. Yen, & S. D. Lin, "Online Plagiarism Detection Through Exploiting Lexical, Syntactic, and Semantic Information", Proceedings of International Conference on Association for Computational Linguistics (ACL), Jeju (Korea), July 8-14, 2012, pp. 145-150.
17. M. Cebrián, M. Alfonseca, & A. Orte, "Towards the Validation of Plagiarism Detection Tools by Means of Grammar Evolution", IEEE, Vol. 13, No. 3, 2009, pp. 477-485.
18. M. Tschuggnall, & G. Specht, "Detecting Plagiarism in Text Documents through Grammar-Analysis of Authors", Proceedings of International Conference on Business, Technology and Web (BTW), Otto-Von- Guericke University (Magdeburg), March 11- 15, 2013, pp. 241-259.
19. E. V. Balaguer, "Putting Ourselves in SME's Shoes: Automatic Detection of Plagiarism by the WCopyFind tool", Proceedings of International Conference on Spanish Society for Natural Language Processing (SEPLN), San Sebastian (Spain), September 8-10, 2009, pp. 34-35.
20. J. Malcolm, & P. Lane, "Tackling the PAN'09 External Plagiarism Detection Corpus with a Desktop Plagiarism Detector", Proceedings of International Conference on Spanish Society for Natural Language Processing (SEPLN), San Sebastian (Spain), September 8-10, 2009, pp. 29-33. v
21. A. Bin-Habtoor, and M. Zaher, "A Survey on Plagiarism Detection Systems", International Journal of Computer Theory and Engineering, Vol. 4, No. 2, 2012, pp. 185-188.