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Automatic text summarization using fuzzy reasoning method

Automatic text summary (ATS) is a local-based applications developed to provide convenience to consumers who want the ease of everyday life. This system can simplify manual where it is able to generate a summary in a short time without changing the meaning of the original text. In particular, studen...

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Main Authors: A., Alia, M., Nizam, N., Effendy, I., Fakhrul, A., Tanaka
Format: Conference or Workshop Item
Language:English
Published: Faculty of Computer Science and Information Technology, Universiti Putra Malaysia 2015
Online Access:http://psasir.upm.edu.my/id/eprint/77169/1/saes2015-29.pdf
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spelling oai:psasir.upm.edu.my:77169 http://psasir.upm.edu.my/id/eprint/77169/ Automatic text summarization using fuzzy reasoning method A., Alia M., Nizam N., Effendy I., Fakhrul A., Tanaka Automatic text summary (ATS) is a local-based applications developed to provide convenience to consumers who want the ease of everyday life. This system can simplify manual where it is able to generate a summary in a short time without changing the meaning of the original text. In particular, students and researchers who are doing research on a topic that requires them to read and review a document that has text length. Furthermore, this study will make a summary of the differences between the two types, namely, automated summary and summary produced by humans. It aims to look at how far can automatically match the summary report done by humans, which is a summary produced by trusted experts. MATLAB as a programming language to develop the system. Consequently, this study focuses on one of the subjects in Artificial Intelligence, which is fuzzy logic. The data used are from the Document Understanding Conference (DUC) 2002. Whereas for the purpose of valuation, the valuation metrics Recall-Oriented Evaluation Understudy for Gisting (ROUGE) has been used. Finally, the results will show one of the proposed method which has high performance. Faculty of Computer Science and Information Technology, Universiti Putra Malaysia 2015 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/77169/1/saes2015-29.pdf A., Alia and M., Nizam and N., Effendy and I., Fakhrul and A., Tanaka (2015) Automatic text summarization using fuzzy reasoning method. In: 3rd International Symposium on Applied Engineering and Sciences (SAES2015), 23-24 Nov. 2015, Universiti Putra Malaysia. (pp. 116-117).
institution UPM IR
collection UPM IR
language English
description Automatic text summary (ATS) is a local-based applications developed to provide convenience to consumers who want the ease of everyday life. This system can simplify manual where it is able to generate a summary in a short time without changing the meaning of the original text. In particular, students and researchers who are doing research on a topic that requires them to read and review a document that has text length. Furthermore, this study will make a summary of the differences between the two types, namely, automated summary and summary produced by humans. It aims to look at how far can automatically match the summary report done by humans, which is a summary produced by trusted experts. MATLAB as a programming language to develop the system. Consequently, this study focuses on one of the subjects in Artificial Intelligence, which is fuzzy logic. The data used are from the Document Understanding Conference (DUC) 2002. Whereas for the purpose of valuation, the valuation metrics Recall-Oriented Evaluation Understudy for Gisting (ROUGE) has been used. Finally, the results will show one of the proposed method which has high performance.
format Conference or Workshop Item
author A., Alia
M., Nizam
N., Effendy
I., Fakhrul
A., Tanaka
spellingShingle A., Alia
M., Nizam
N., Effendy
I., Fakhrul
A., Tanaka
Automatic text summarization using fuzzy reasoning method
author_facet A., Alia
M., Nizam
N., Effendy
I., Fakhrul
A., Tanaka
author_sort A., Alia
title Automatic text summarization using fuzzy reasoning method
title_short Automatic text summarization using fuzzy reasoning method
title_full Automatic text summarization using fuzzy reasoning method
title_fullStr Automatic text summarization using fuzzy reasoning method
title_full_unstemmed Automatic text summarization using fuzzy reasoning method
title_sort automatic text summarization using fuzzy reasoning method
publisher Faculty of Computer Science and Information Technology, Universiti Putra Malaysia
publishDate 2015
url http://psasir.upm.edu.my/id/eprint/77169/1/saes2015-29.pdf
_version_ 1819299405438648320
score 13.4562235

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