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Information retrieval: data structures and algorithms
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DL '00 Proceedings of the fifth ACM conference on Digital libraries
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Communications of the ACM
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The VLDB Journal — The International Journal on Very Large Data Bases - Parallelism in database systems
Automatic labeling of semantic roles
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SEQUENCES '97 Proceedings of the Compression and Complexity of Sequences 1997
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
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ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
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Computational Linguistics
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AXMEDIS '06 Proceedings of the Second International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution
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Applied Soft Computing
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IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
ICCIT '09 Proceedings of the 2009 Fourth International Conference on Computer Sciences and Convergence Information Technology
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Information Processing and Management: an International Journal
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CIMSIM '10 Proceedings of the 2010 Second International Conference on Computational Intelligence, Modelling and Simulation
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TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
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SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
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IEEE Transactions on Education
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IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
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Plagiarism occurs when the content is copied without permission or citation. One of the contributing factors is that many text documents on the internet are easily copied and accessed. This paper introduces a plagiarism detection technique based on the Semantic Role Labeling (SRL). The technique analyses and compares text based on the semantic allocation for each term inside the sentence. SRL is superior in generating arguments for each sentence semantically. Weighting for each argument generated by SRL to study its behaviour is also introduced in this paper. It was found that not all arguments affect the plagiarism detection process. In addition, experimental results on PAN-PC-09 data sets showed that our method significantly outperforms the modern methods for plagiarism detection in terms of Recall, Precision and F-measure.