Sentiment analysis for Malay language: systematic literature review

Recent research and developments in Sentiment Analysis (SA) have simplified sentiment detection and classification from textual content. The related domains for these studies are diverse and comprise fields such as tourism, costumer review, finance, software engineering, speech conversation, social...

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Main Authors:	Handayani, Dini, Awang Abu Bakar, Normi Sham, Yaacob, Hamwira Sakti, Abuzaraida, Mustafa Ali
Format:	Conference or Workshop Item
Language:	English English
Published:	Institute of Electrical and Electronics Engineers Inc. 2018
Subjects:	T Technology (General) T10.5 Communication of technical information
Online Access:	http://irep.iium.edu.my/65745/ http://irep.iium.edu.my/65745/ http://irep.iium.edu.my/65745/ http://irep.iium.edu.my/65745/1/65745_Sentiment%20analysis%20for%20Malay%20language.pdf http://irep.iium.edu.my/65745/2/65745_Sentiment%20analysis%20for%20Malay%20language_SCOPUS.pdf

id	iium-65745
recordtype	eprints
spelling	iium-657452019-02-27T03:40:36Z http://irep.iium.edu.my/65745/ Sentiment analysis for Malay language: systematic literature review Handayani, Dini Awang Abu Bakar, Normi Sham Yaacob, Hamwira Sakti Abuzaraida, Mustafa Ali T Technology (General) T10.5 Communication of technical information Recent research and developments in Sentiment Analysis (SA) have simplified sentiment detection and classification from textual content. The related domains for these studies are diverse and comprise fields such as tourism, costumer review, finance, software engineering, speech conversation, social media content, news and so on. SA research and developments field have been done on various languages such as Chinese and English language. However, SA research on other languages such as Malay language is still scarce. Thus, there is a need for constructing SA research specifically for Malay language. To understand trends and to support practitioners and researchers with comprehension information with regard to SA for Malay language, this study exhibit to review published articles on SA for Malay language. From five online databases including ACM, Emerald insight, IEEE Xplore, Science Direct, and Scopus, 2433 scientific articles were obtained. Moreover, through the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) Statement, 10 articles have been chosen for the review process. Those articles have been reviewed depend on a few categories consisting of the aim of the study, SA classification techniques, as well as the domain and source of content. As a result, the conducted systematic literature review shed some light about the starting point to research in term of SA for Malay language. Institute of Electrical and Electronics Engineers Inc. 2018-07 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/65745/1/65745_Sentiment%20analysis%20for%20Malay%20language.pdf application/pdf en http://irep.iium.edu.my/65745/2/65745_Sentiment%20analysis%20for%20Malay%20language_SCOPUS.pdf Handayani, Dini and Awang Abu Bakar, Normi Sham and Yaacob, Hamwira Sakti and Abuzaraida, Mustafa Ali (2018) Sentiment analysis for Malay language: systematic literature review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), 23rd-25th July 2018, Kuala Lumpur. https://ieeexplore.ieee.org/document/8567139 10.1109/ICT4M.2018.00063
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	T Technology (General) T10.5 Communication of technical information
spellingShingle	T Technology (General) T10.5 Communication of technical information Handayani, Dini Awang Abu Bakar, Normi Sham Yaacob, Hamwira Sakti Abuzaraida, Mustafa Ali Sentiment analysis for Malay language: systematic literature review
description	Recent research and developments in Sentiment Analysis (SA) have simplified sentiment detection and classification from textual content. The related domains for these studies are diverse and comprise fields such as tourism, costumer review, finance, software engineering, speech conversation, social media content, news and so on. SA research and developments field have been done on various languages such as Chinese and English language. However, SA research on other languages such as Malay language is still scarce. Thus, there is a need for constructing SA research specifically for Malay language. To understand trends and to support practitioners and researchers with comprehension information with regard to SA for Malay language, this study exhibit to review published articles on SA for Malay language. From five online databases including ACM, Emerald insight, IEEE Xplore, Science Direct, and Scopus, 2433 scientific articles were obtained. Moreover, through the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) Statement, 10 articles have been chosen for the review process. Those articles have been reviewed depend on a few categories consisting of the aim of the study, SA classification techniques, as well as the domain and source of content. As a result, the conducted systematic literature review shed some light about the starting point to research in term of SA for Malay language.
format	Conference or Workshop Item
author	Handayani, Dini Awang Abu Bakar, Normi Sham Yaacob, Hamwira Sakti Abuzaraida, Mustafa Ali
author_facet	Handayani, Dini Awang Abu Bakar, Normi Sham Yaacob, Hamwira Sakti Abuzaraida, Mustafa Ali
author_sort	Handayani, Dini
title	Sentiment analysis for Malay language: systematic literature review
title_short	Sentiment analysis for Malay language: systematic literature review
title_full	Sentiment analysis for Malay language: systematic literature review
title_fullStr	Sentiment analysis for Malay language: systematic literature review
title_full_unstemmed	Sentiment analysis for Malay language: systematic literature review
title_sort	sentiment analysis for malay language: systematic literature review
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2018
url	http://irep.iium.edu.my/65745/ http://irep.iium.edu.my/65745/ http://irep.iium.edu.my/65745/ http://irep.iium.edu.my/65745/1/65745_Sentiment%20analysis%20for%20Malay%20language.pdf http://irep.iium.edu.my/65745/2/65745_Sentiment%20analysis%20for%20Malay%20language_SCOPUS.pdf
first_indexed	2023-09-18T21:33:15Z
last_indexed	2023-09-18T21:33:15Z
_version_	1777412652093407232

Sentiment analysis for Malay language: systematic literature review

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