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A review on automatic text summarization approaches

It has been more than 50 years since the initial investigation on automatic text summarization was started. Various techniques have been successfully used to extract the important contents from text document to represent document summary. In this study,we review some of the studies that have been co...

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Main Authors:	Jaya Kumar, Yogan, Goh, Ong Sing, Basiron, Halizah, Ngo, Hea Choon, Suppiah, Puspalata C
Format:	Article
Language:	English
Published:	Science Publications 2016
Subjects:	T Technology (General) TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utem.edu.my/id/eprint/21556/2/Yogan2016.pdf http://eprints.utem.edu.my/id/eprint/21556/ https://thescipub.com/abstract/10.3844/jcssp.2016.178.190
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id	my.utem.eprints.21556
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spelling	my.utem.eprints.215562023-06-02T12:17:48Z http://eprints.utem.edu.my/id/eprint/21556/ A review on automatic text summarization approaches Jaya Kumar, Yogan Goh, Ong Sing Basiron, Halizah Ngo, Hea Choon Suppiah, Puspalata C T Technology (General) TK Electrical engineering. Electronics Nuclear engineering It has been more than 50 years since the initial investigation on automatic text summarization was started. Various techniques have been successfully used to extract the important contents from text document to represent document summary. In this study,we review some of the studies that have been conducted in this still-developing research area. It covers the basics of text summarization, the types of summarization, the methods that have been used and some areas in which text summarization has been applied. Furthermore, this paper also reviews the significant efforts which have been put in studies concerning sentence extraction, domain specific summarization and multi document summarization and provides the theoretical explanation and the fundamental concepts related to it. In addition, the advantages and limitations concerning the approaches commonly used for text summarization are also highlighted in this study. Science Publications 2016 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/21556/2/Yogan2016.pdf Jaya Kumar, Yogan and Goh, Ong Sing and Basiron, Halizah and Ngo, Hea Choon and Suppiah, Puspalata C (2016) A review on automatic text summarization approaches. Journal Of Computer Science, 12. pp. 178-190. ISSN 1552-6607 https://thescipub.com/abstract/10.3844/jcssp.2016.178.190 DOI: 10.3844/jcssp.2016.178.190
institution	Universiti Teknikal Malaysia Melaka
building	UTEM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknikal Malaysia Melaka
content_source	UTEM Institutional Repository
url_provider	http://eprints.utem.edu.my/
language	English
topic	T Technology (General) TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	T Technology (General) TK Electrical engineering. Electronics Nuclear engineering Jaya Kumar, Yogan Goh, Ong Sing Basiron, Halizah Ngo, Hea Choon Suppiah, Puspalata C A review on automatic text summarization approaches
description	It has been more than 50 years since the initial investigation on automatic text summarization was started. Various techniques have been successfully used to extract the important contents from text document to represent document summary. In this study,we review some of the studies that have been conducted in this still-developing research area. It covers the basics of text summarization, the types of summarization, the methods that have been used and some areas in which text summarization has been applied. Furthermore, this paper also reviews the significant efforts which have been put in studies concerning sentence extraction, domain specific summarization and multi document summarization and provides the theoretical explanation and the fundamental concepts related to it. In addition, the advantages and limitations concerning the approaches commonly used for text summarization are also highlighted in this study.
format	Article
author	Jaya Kumar, Yogan Goh, Ong Sing Basiron, Halizah Ngo, Hea Choon Suppiah, Puspalata C
author_facet	Jaya Kumar, Yogan Goh, Ong Sing Basiron, Halizah Ngo, Hea Choon Suppiah, Puspalata C
author_sort	Jaya Kumar, Yogan
title	A review on automatic text summarization approaches
title_short	A review on automatic text summarization approaches
title_full	A review on automatic text summarization approaches
title_fullStr	A review on automatic text summarization approaches
title_full_unstemmed	A review on automatic text summarization approaches
title_sort	review on automatic text summarization approaches
publisher	Science Publications
publishDate	2016
url	http://eprints.utem.edu.my/id/eprint/21556/2/Yogan2016.pdf http://eprints.utem.edu.my/id/eprint/21556/ https://thescipub.com/abstract/10.3844/jcssp.2016.178.190
_version_	1768012356031348736
score	13.211869

A review on automatic text summarization approaches

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