利用文本和社交媒体分析了解公众对公共集会的情绪

Sian Lun Lau, Marvin J. H. Lee, Min Xuan Teoh
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引用次数: 1

摘要

利用社交媒体分析公众的行为和趋势是一个不断发展的研究领域。2021年,由于人民对政府的不满,马来西亚出现了#LAWAN社会运动。本研究旨在研究和发现公众对#LAWAN集会的认知和情绪。调查还质疑民间社会是否支持这种社会运动和集会,特别是因为集会、抗议和示威在该国传统上常常被视为消极和非建设性的做法。在2021年7月31日集会日当天和之前的一天内,已经收集和分析了带有#LAWAN标签的推文。情绪分析有助于确定公众对这次集会的情绪,话题建模有助于从社交媒体上废弃的5000多条推文中发现共同话题。
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Understanding Public Sentiment Towards a Public Rally Using Text and Social Media Analytic
The use of social media for analysing behaviours and trends of the public is a growing research area. In 2021, the #LAWAN social movement emerged in Malaysia as a result of discontentment of the people towards the government. This study intends to study and discover the public perception and sentiment towards the #LAWAN rally. The investigation also questions whether is the civil society supportive of such social movement and rally, especially when rally, protests and demonstration are traditionally and often seen as a negative and non-constructive approach in the country. Tweets with the hashtag #LAWAN over a day on and before the rally day on 31st July 2021 have been collected and analysed. Sentiment analysis helped to identify the public sentiments towards the rally, and topic modelling helped to discover common topics from the 5000+ tweets scrapped from the social media.
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