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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/72642/1/72642_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
http://irep.iium.edu.my/72642/
https://ieeexplore.ieee.org/document/8629198
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spelling my.iium.irep.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
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
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/72642/1/72642_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
http://irep.iium.edu.my/72642/
https://ieeexplore.ieee.org/document/8629198
_version_ 1643620182509223936
score 13.211869

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