Hybrid Segmentation Prototype for Arabic Text-Based Documents

Author:

Alouane-Ksouri Sonia1,Hidri Minyar Sassi1

Affiliation:

1. Université de Tunis El Manar, Tunisia

Abstract

The contribution of this work relates to the field of Arabic text-based document analysis for the detection of plagiarism. This analysis will be carried out according to the triadic computation model of document similarity. The authors propose a hybrid segmentation prototype for Arabic text-based documents that links different processing steps in order to generate the similarity rate between the documents of an Arabic corpus. It involves two segmentation systems and a morphological analysis in order to obtain a matrix representation adapted to the triadic similarity computation according to three abstraction levels: documents, sentences and words.

Publisher

IGI Global

Reference32 articles.

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2. Fuzzy Triadic Similarity for Text Categorization: Towards Parallel Computing.;S.Alouane-Ksouri;proceedings of the 5th International Conference on Web and Information Technologies,2013

3. Alzahrani, S., & Salim, N. (2009). Statement-Based Fuzzy-Set Information Retrieval versus Fingerprints Matching for Plagiarism Detection in Arabic Documents. In 5th Post graduate Annual Research Seminar, 267-268.

4. Alzahrani, S. M., & Salim, N. (2008). Plagiarism detection in Arabic scripts using fuzzy information retrieval. In Student Conf. Res. Develop., Johor Bahru, Malaysia, 281-285.

5. Alzahrani, S. M., Salim, N., & Alsofyani, M. M. (2009). Work in progress: Developing Arabic plagiarism detection tool for e-learning systems. In Computer Science and Information Technology, 105-109.

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