Reducing the plagiarism detection search space on the basis of the Kullback-Leibler distance

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5449 LNCS, Issue , 2009, Pages 523-534

  Barrón Cedeño, Alberto ^a   Rosso, Paolo ^a   Benedí, José Miguel ^a  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

EXHAUSTIVE SEARCH; KULLBACK-LEIBLER; KULLBACK-LEIBLER DISTANCE; PLAGIARISM DETECTION; POTENTIAL SOURCES; PRECISION AND RECALL; SEARCH PROCESS; SEARCH SPACE REDUCTION; SEARCH SPACES; SEARCH STRATEGIES; WORD N-GRAMS;

COMPUTATIONAL LINGUISTICS; TEXT PROCESSING; WORD PROCESSING;

SOFTWARE AGENTS;

EID: 67650535503     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-00382-0_42     Document Type: Conference Paper

References (16)

1. Bennett, C.H., Gács, P., Li,M., Vitányi, P.M., Zurek, W.H.: Information Distance. IEEE Transactions on Information Theory 44(4), 1407-1423 (1998)
2. Bigi, B.: Using Kullback-Leibler distance for text categorization. In: Sebastiani, F. (ed.) ECIR 2003. LNCS, vol. 2633, pp. 305-319. Springer, Heidelberg (2003)
3. Clough, P.: Plagiarism in Natural and Programming Languages: an Overview of Current Tools and Technologies. Research Memoranda: CS-00-05, Department of Computer Science. University of Sheffield, UK (2000)
4. Clough, P., Gaizauskas, R., Piao, S.: Building and Annotating a Corpus for the Study of Journalistic Text Reuse. In: 3rd International Conference on Language Resources and Evaluation (LREC 2002), Las Palmas, Spain, vol. V, pp. 1678-1691 (2002)
5. Do, M.N., Vetterli, M.: Texture Similarity Measurement Using Kullback-Leibler Distance on Wavelet Subbands. In: International Conference on Image Processing, vol. 3, pp. 730-733 (2000)
6. Fuglede, B., Topse, F.: Jensen-Shannon Divergence and Hilbert Space Embedding. In: IEEE International Symposium on Information Theory (2004)
7. Kang, N., Gelbukh, A., Han, S.-Y.: PPChecker: Plagiarism pattern checker in document copy detection. In: Sojka, P., Kope?cek, I., Pala, K. (eds.) TSD 2006. LNCS (LNAI), vol. 4188, pp. 661-667. Springer, Heidelberg (2006)
8. Kullback, S., Leibler, R.A.: On Information and Sufficiency. Annals of Mathematical Statistics 22(1), 79-86 (1951)
9. Lyon, C., Malcolm, J., Dickerson, B.: Detecting Short Passages of Similar Text in Large Document Collections. In: Conference on Empirical Methods in Natural Language Processing, Pennsylvania, pp. 118-125 (2001)
10. Lyon, C., Barrett, R., Malcolm, J.: A Theoretical Basis to the Automated Detection of Copying Between Texts, and its Practical Implementation in the Ferret Plagiarism and Collusion Detector. In: Plagiarism: Prevention, Practice and Policies Conference, Newcastle, UK (2004)
11. Meyer zu Eissen, S., Stein, B.: Intrinsic plagiarism detection. In: Lalmas, M., Mac- Farlane, A., Rüger, S.M., Tombros, A., Tsikrika, T., Yavlinsky, A. (eds.) ECIR 2006. LNCS, vol. 3936, pp. 565-569. Springer, Heidelberg (2006)
12. Pinto, D., Jiménez-Salazar, H., Rosso, P.: Clustering abstracts of scientific texts using the transition point technique. In: Gelbukh, A. (ed.) CICLing 2006. LNCS, vol. 3878, pp. 536-546. Springer, Heidelberg (2006)
13. Pinto, D., Benedí, J.-M., Rosso, P.: Clustering narrow-domain short texts by using the Kullback-Leibler distance. In: Gelbukh, A. (ed.) CICLing 2007. LNCS, vol. 4394, pp. 611-622. Springer, Heidelberg (2007)
14. Porter, M.F.: An algorithm for suffix stripping. Program 14(3), 130-137 (1980)
15. Si, A., Leong, H.V., Lau, R.W.H.: CHECK: A Document Plagiarism Detection System. In: ACM Symposium on Applied Computing, CA, pp. 70-77 (1997)
16. Stein, B.: Principles of Hash-Based Text Retrieval. In: Clarke, Fuhr, Kando, Kraaij, de Vries (eds.) 30th Annual International ACM SIGIR Conference, pp. 527-534 (2007)