The International Arab Journal of Information Technology (IAJIT)

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Automatic Plagiarism Detection Using Similarity Analysis

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 Plagiarism involves reproducing the existing inform ation in modified format or sometimes the original document as  it  is.  This  is  quiet  common  among  students,  researc hers  and  academicians.  This  has  made  some  strong  in fluence  on  research  community  and  awareness  among  academic  peoples  to  p revent  such  a  kind  of  malpractice.  Though  there  exits  some  commercial  tools  to  detect  plagiarism,  still  plagia rism  is  tricky  and  quiet  challenging  task  due  to  ab undant  information  available  online.  Commercially  existing  software  ad opt  methods  like  paraphrasing,  sentence  matching  or   keyword  matching.  Such techniques are not too good in identifying the  plagiarized contents effectively. However this paper focuses its attention on  identifying  some  key  parameters  that  would  help  to  identify  plagiarism  in  a  better  manner.  The  results  seem  to  be  promising  and have further scope in detecting the plagiarism.        


[1] Abdelmalek A., Zakaria E., and Michel S., Evaluation of Text Clustering Methods Using WordNet, The International Arab Journal of Information Technology , vol. 7, no. 4, pp. 349- 357, 2010.

[2] Alan P. and Hamblen J., Computer Algorithms for Plagiarism Detection, IEEE Transactions on Education , vol. 32, no. 2, pp. 94-99, 1989.

[3] Alberto C. and Paolo R., Towards the Exploitation of Statistical Language Models for Plagiarism Detection with Reference, in Proceedings of ECAI Workshop Uncovering on Plagiarism and Social Software Misuse PAN , Greece, pp. 15-19, 2008.

[4] Allan K., Kevin A., and Bruce B., An Automated System for Plagiarism Detection Using the Internet, in Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications , Chesapeake, pp. 3619-3625, 2004.

[5] Francisco R., Antonio G., Santiago R., Jose L., Pedraza M., and Manuel N., Detection of Plagiarism in Programming Assignments, IEEE Transactions on Education , vol. 51, no. 2, pp. 174-183, 2008.

[6] Hermann M., Frank K., and Bilal Z., Plagiarism -A Survey, Universal Computer Science , vol. 12, no. 8, pp. 1050-1084, 2006.

[7] Wikipedia, available at: http://en.wikipedia. org/wiki/Plagiarism, last visited 2004.

[8] Webconfs, available at: http://www.webconfs. com/stop-words.php, last visited 2006.

[9] Jinan F., Alkhanjari Z., Mohammed S., and Alhinai R., Designing a Portlet for Plagiarism Detections within a Campus Portal, Journal of Science , vol. 1, no. 1, pp. 83-88, 2005.

[10] Juan A., Nicholas C., and Rafael C., Applying Plagiarism Detection to Engineering Education, in Proceedings of School of Electrical and Information Engineering University of Sydney , NSW, pp. 722-731, 2006.

[11] Nathaniel G., Maria P., and Yiu N., Nowhere to Hide: Finding Plagiarized Documents Based on Sentence Similarity, in Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology , NSW, pp. 690-696, 2008.

[12] Ozlem U., Boris K., and Thade N., Using Syntactic Information to Identify Plagiarism, in Proceedings of Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory Cambridge , USA, pp. 37-44, 2005.

[13] Porter F., An Algorithm for Suffix Stripping , Emerald Group Publishing Limited, 1980.

[14] Steve E., Vivek L., and Michelle C., Plagiarism Detection Using Feature-Based Neural Networks, in Proceedings of the 38th Sigcse Technical Symposium on Computer Science Education , USA, pp. 34-38, 2007.

[15] Wadsworth, available at: http:// www.wadsworth. com/english_d/special-features/ plagiarism/, last visited 2004. Shanmugasundaram Hariharan received his BE degree specialized in computer science and engineering from Madurai Kammaraj University, Madurai, India in 2002, ME degree specialized in the field of computer science and engineering from Anna University, Chennai, India in 2004. He holds his PhD degree in the area of Information Ret rieval from Anna University, Chennai, India. He is a membe r of IAENG, IACSIT, ISTE, CSTA and has 8 years of experience in teaching. Currently he is presently w orking as associate professor in Department of Computer Scien ce and Engineering, TRP Engineering College, India. His re search interests include information retrieval, data minin g, opinion mining, web mining. He has to his credit several pa pers in referred journals and conferences. He also serves a s editorial board member and as program committee member for several international conferences and journals.