Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control

Online media is one of the tools of public opinion formation where social media users immediately express their thoughts and perception towards an issue. The process of public opinion formation is described from the start of one's perception, and it depends on the cultural background, past expe...

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Main Authors: Zanuddin, Hasmah, Shai, Nursyamira, Othman, Wan Ainun Mior
Format: Article
Published: Primrose Hall Publishing Group 2020
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Online Access:http://eprints.um.edu.my/24564/
https://www.ijicc.net/images/vol12/iss5/12523_Zanuddin_2020_E_R.pdf
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Institution: Universiti Malaya
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spelling my.um.eprints.245642020-06-03T01:35:44Z http://eprints.um.edu.my/24564/ Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control Zanuddin, Hasmah Shai, Nursyamira Othman, Wan Ainun Mior Communication. Mass media T Technology (General) Online media is one of the tools of public opinion formation where social media users immediately express their thoughts and perception towards an issue. The process of public opinion formation is described from the start of one's perception, and it depends on the cultural background, past experiences and values. These factors determined one's supporting or opposing an issue. The main objective of this study is to determine the correlations between sensitive issues with negative sentiment builds up among the public. This quantitative content analysis study investigated the influence and relevance of information sources on the distribution of public opinion. There were 4 parameters measured as independent variables, mainly independent sources, conventional sources to the dependent variable, public opinion. The monitoring bodies and regulators utilise the research results in handling sensitive issues in Malaysia. © 2020 Primrose Hall Publishing Group. Primrose Hall Publishing Group 2020 Article PeerReviewed Zanuddin, Hasmah and Shai, Nursyamira and Othman, Wan Ainun Mior (2020) Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control. International Journal of Innovation, Creativity and Change, 12 (5). pp. 294-306. ISSN 2201-1315 https://www.ijicc.net/images/vol12/iss5/12523_Zanuddin_2020_E_R.pdf
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic Communication. Mass media
T Technology (General)
spellingShingle Communication. Mass media
T Technology (General)
Zanuddin, Hasmah
Shai, Nursyamira
Othman, Wan Ainun Mior
Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control
description Online media is one of the tools of public opinion formation where social media users immediately express their thoughts and perception towards an issue. The process of public opinion formation is described from the start of one's perception, and it depends on the cultural background, past experiences and values. These factors determined one's supporting or opposing an issue. The main objective of this study is to determine the correlations between sensitive issues with negative sentiment builds up among the public. This quantitative content analysis study investigated the influence and relevance of information sources on the distribution of public opinion. There were 4 parameters measured as independent variables, mainly independent sources, conventional sources to the dependent variable, public opinion. The monitoring bodies and regulators utilise the research results in handling sensitive issues in Malaysia. © 2020 Primrose Hall Publishing Group.
format Article
author Zanuddin, Hasmah
Shai, Nursyamira
Othman, Wan Ainun Mior
author_facet Zanuddin, Hasmah
Shai, Nursyamira
Othman, Wan Ainun Mior
author_sort Zanuddin, Hasmah
title Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control
title_short Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control
title_full Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control
title_fullStr Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control
title_full_unstemmed Sentiment analysis approach towards public opinion on sensitive issues via social media: A way of crisis management control
title_sort sentiment analysis approach towards public opinion on sensitive issues via social media: a way of crisis management control
publisher Primrose Hall Publishing Group
publishDate 2020
url http://eprints.um.edu.my/24564/
https://www.ijicc.net/images/vol12/iss5/12523_Zanuddin_2020_E_R.pdf
_version_ 1669008004922474496