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A Study Analysis based on Text Summarization Methods

R. Priyadharshini, M. Marikkannan

Abstract


Everybody wants the simple and easy to use things in this busy world and then all are expected the ready to serve things in anything. So that same thing also discovered day by day in the computer era, In the computer field the concept of Text summarization creates the most attention. Text summarization is a crucial and timely tool to reduce the text data. This paper produces the main idea of the text summarization, like what is text summarization and also describes what techniques are used in this field currently. Text summarization reduces the huge amount of data into simple text document, it’s also describes more over all the techniques of the text summarization. This paper overviews the methods used in earlier years for text summarization and looks at the principle thought of their presentation to give the best outcome.

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References


Lin, C. Y., & Hovy, E. (1997). Automated text summarization in SUMMARIST. In Proc. of ACL Workshop on Intelligent, Scalable Text Summarization, Madrid, Spain (Vol. 10, No. 1119089.1119121).

Madhuri, J. N., & Kumar, R. G. (2019, March). Extractive Text Summarization Using Sentence Ranking. In 2019 International Conference on Data Science and Communication (IconDSC) (pp. 1-3). IEEE.

Le, H. T., & Le, T. M. (2013, December). An approach to abstractive text summarization. In 2013 International Conference on Soft Computing and Pattern Recognition (SoCPaR) (pp. 371-376). IEEE.

Chatterjee, N., Mittal, A., & Goyal, S. (2012, November). Single document extractive text summarization using genetic algorithms. In 2012 Third International Conference on Emerging Applications of Information Technology (pp. 19-23). IEEE.

Uçkan, T., & Karcı, A. (2020). Extractive multi-document text summarization based on graph independent sets. Egyptian Informatics Journal, 21(3), 145-157.

Suanmali, L., Salim, N., & Binwahlan, M. S. (2009). Fuzzy logic based method for improving text summarization. arXiv preprint arXiv:0906.4690.

Kyoomarsi, F., Khosravi, H., Eslami, E., Dehkordy, P. K., & Tajoddin, A. (2008, May). Optimizing text summarization based on fuzzy logic. In Seventh IEEE/ACIS International Conference on Computer and Information Science (icis 2008) (pp. 347-352). IEEE.

Ercan, G. (2006). Automated text summarization and keyphrase extraction. Unpublished MSc thesis, Bilkent University.

Gholamrezazadeh, S., Salehi, M. A., & Gholamzadeh, B. (2009, December). A comprehensive survey on text summarization systems. In 2009 2nd International Conference on Computer Science and its Applications (pp. 1-6). IEEE.

Ježek, K., & Steinberger, J. (2008, February). Automatic Text Summarization (The state of the art 2007 and new challenges). In Proceedings of Znalosti (1-12).


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