Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis

As the majority of online networking on the Internet, opinion mining has turned into a fundamental way to deal with investigating such huge numbers of information. Different applications show up in an extensive variety of modern areas. In the interim, opinions have various pronunciations which bring...

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Main Authors:	Solangi, Yasir Ali, Solangi, Zulfiqar Ali, Aarain, Samreen, Abro, Amna, Mallah, Gulam Ali, Shah, Asadullah
Format:	Conference or Workshop Item
Language:	English English English
Published:	Institute of Electrical and Electronics Engineers Inc. 2019
Subjects:	T Technology (General) T10.5 Communication of technical information
Online Access:	http://irep.iium.edu.my/72642/ http://irep.iium.edu.my/72642/ http://irep.iium.edu.my/72642/ http://irep.iium.edu.my/72642/1/72642_Review%20on%20Natural%20Language%20Processing.pdf http://irep.iium.edu.my/72642/2/72642_Review%20on%20Natural%20Language%20Processing_SCOPUS.pdf http://irep.iium.edu.my/72642/3/72642_Review%20on%20Natural%20Language%20Processing_WOS.pdf

id	iium-72642
recordtype	eprints
spelling	iium-726422019-06-14T07:33:13Z http://irep.iium.edu.my/72642/ Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis Solangi, Yasir Ali Solangi, Zulfiqar Ali Aarain, Samreen Abro, Amna Mallah, Gulam Ali Shah, Asadullah T Technology (General) T10.5 Communication of technical information As the majority of online networking on the Internet, opinion mining has turned into a fundamental way to deal with investigating such huge numbers of information. Different applications show up in an extensive variety of modern areas. In the interim, opinions have various pronunciations which bring along investigate challenges. The research challenges make opinion mining a dynamic research region recently. In this paper, Natural Language Processing (NLP) techniques for opinion mining and sentiment analysis are reviewed. Initially NLP is reviewed then briefed about its common and useful preprocessing steps also. In this paper opinion mining for various levels are analyzed and reviewed. At the end issues are identified and some recommendation are suggested for opinion mining and-sentiment-analysis. Institute of Electrical and Electronics Engineers Inc. 2019-01-28 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/72642/1/72642_Review%20on%20Natural%20Language%20Processing.pdf application/pdf en http://irep.iium.edu.my/72642/2/72642_Review%20on%20Natural%20Language%20Processing_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/72642/3/72642_Review%20on%20Natural%20Language%20Processing_WOS.pdf Solangi, Yasir Ali and Solangi, Zulfiqar Ali and Aarain, Samreen and Abro, Amna and Mallah, Gulam Ali and Shah, Asadullah (2019) Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis. In: 5th IEEE International Conference on Engineering Technologies and Applied Sciences (ICETAS) 2018, 22nd-23rd Nov. 2018, Bangkok, Thailand. https://ieeexplore.ieee.org/document/8629198 10.1109/ICETAS.2018.8629198
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English English
topic	T Technology (General) T10.5 Communication of technical information
spellingShingle	T Technology (General) T10.5 Communication of technical information Solangi, Yasir Ali Solangi, Zulfiqar Ali Aarain, Samreen Abro, Amna Mallah, Gulam Ali Shah, Asadullah Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis
description	As the majority of online networking on the Internet, opinion mining has turned into a fundamental way to deal with investigating such huge numbers of information. Different applications show up in an extensive variety of modern areas. In the interim, opinions have various pronunciations which bring along investigate challenges. The research challenges make opinion mining a dynamic research region recently. In this paper, Natural Language Processing (NLP) techniques for opinion mining and sentiment analysis are reviewed. Initially NLP is reviewed then briefed about its common and useful preprocessing steps also. In this paper opinion mining for various levels are analyzed and reviewed. At the end issues are identified and some recommendation are suggested for opinion mining and-sentiment-analysis.
format	Conference or Workshop Item
author	Solangi, Yasir Ali Solangi, Zulfiqar Ali Aarain, Samreen Abro, Amna Mallah, Gulam Ali Shah, Asadullah
author_facet	Solangi, Yasir Ali Solangi, Zulfiqar Ali Aarain, Samreen Abro, Amna Mallah, Gulam Ali Shah, Asadullah
author_sort	Solangi, Yasir Ali
title	Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis
title_short	Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis
title_full	Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis
title_fullStr	Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis
title_full_unstemmed	Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis
title_sort	review on natural language processing (nlp) and its toolkits for opinion mining and sentiment analysis
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2019
url	http://irep.iium.edu.my/72642/ http://irep.iium.edu.my/72642/ http://irep.iium.edu.my/72642/ http://irep.iium.edu.my/72642/1/72642_Review%20on%20Natural%20Language%20Processing.pdf http://irep.iium.edu.my/72642/2/72642_Review%20on%20Natural%20Language%20Processing_SCOPUS.pdf http://irep.iium.edu.my/72642/3/72642_Review%20on%20Natural%20Language%20Processing_WOS.pdf
first_indexed	2023-09-18T21:42:56Z
last_indexed	2023-09-18T21:42:56Z
_version_	1777413261066502144

Review on Natural Language Processing (NLP) and its toolkits for opinion mining and sentiment analysis

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