Analytic-Synthetic Processing Of Information as Smart-Based Environment for Text Summarization

Boumedyen Shannaq, Richmond Adebiaye

The context of this paper is concentrated using the Text Summarization Application (TSA), which is an analysis and design software for complex structures, a smart-based environment implemented with C# programming language. In this paper, important aspects of the implementation of the smart-based environment in TSA are presented to solve problems of highlighting the central keywords of text summarization, thereby presenting a very suitable interpretation of Analytic-Synthetic Processing of Information. It is necessary to utilize the indexing procedure which translates the text in a convenient manner for accurate representation, as well as easy processing of information retrieval. The novelty of this work in using different approaches would be found in the format of extracting different terms as well as in the methods of determining the weightof the terms.

Boumedyen , Hines J., Adebiaye R., "BWA_Thesaurus as knowledge management strategy for Arabic and English Tourism Webpage's " WCAS the international Conference ICKMARS-2012.

Salton, G. and McGill, M.J.,” Introduction to modern information retrieval”, McGraw-Hill, 1983. [

Lewis, D.D., An evaluation of phrasal and clustered representations on a text categorization task. In Proceedings of SIGIR-92, 15th ACM International Conference on Researchand Development in Information Retrieval (Kobenhavn, DK, 1992), pp. 37–50., 1992

T. Joachims ,” A probabilistic analysis of the rocchio algorithm with TFIDF for text categorization”, In Proc. of the ICML'97, 143–151, 1997.

Boumedyen ,Victor ," Clustering the Arabic Documents (CAD)", Universal Journal of Applied computer Science and Technology (UNIASCIT), Vol 1 (1), 2011, 05-08 .

Dagan, I., Karov, Y., Roth, D., Mistake-driven learning in text categorization. In Proceedings of the 2nd Conference on Empirical Methods in Natural Language Processing (Providence, US, 1997), pp. 55–63., 1997 [

Antoine Dahdah, a glossary of grammar, ninth edition, Beirut. Lebanon Library Publishers, Page 4

d. Nabil Abu Haltam - Nazmi sentences, Nabil Zein - Zuhdi Abu Khalil. Encyclopedia of Arabic language. Jordan - Amman g Dar Osama for Publishing and Distribution 2003 Page 8. [

Zine full Alkhwska, rules of grammar - Alexandria. First Edition, fulfillment house for a minimum printing and publishing, 2002 page 10. [10] Muhammad Ali Kholi. Methods of teaching Arabic, edition 2000, Amman - Jordan. Dar Al-Falah for publication and distribution in 1997. Page 68 [

]Boumedyen Shannaq , “Adapt Clustering Methods for Arabic Documents”, American Journal of Information Systems, 2013, Vol. 1, No. 1, 2630 Available online at http://pubs.sciepub.com/ajis/1/1/4 © Science and Education Publishing DOI:10.12691/ajis-1-1-4.

]Boumedyen Shannaq ,” Investigating the Distribution of Arabic and English Keywords and Their Progress Over Different Text File Formats”, American Journal of Computing Research Repository, 2013, Vol. 1, No. 1, 1-5 Available online at http://pubs.sciepub.com/ajcrr/1/1/1 © Science and Education Publishing DOI:10.12691/ajcrr-1-1-1. [

Boumedyen Shannaq,” Methods and Algorithms for Searching Arabic Name Entity”, International Journal of Computer Applications, Volume 82 - Number 8, 2013.

Boumedyen Shannaq ,"Using Russian and English ontology in expanding the Arabic query", Universal Journal of Applied computer Science and Technology (UNIASCIT), Vol 1 (1), 2011, 05-08