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Using Social Media to Analyze Public Concerns and Policy Responses to COVID-19 in Hong Kong

Posted on: Thu Oct 21 2021

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TOPIC
Using Social Media to Analyze Public Concerns and Policy Responses to COVID-19 in Hong Kong

DATE AND TIME
Friday 8 October 2021, 2:00pm - 3:00pm

ABSTRACT
The outbreak of COVID-19 has caused huge economic and societal disruptions. To fight against the coronavirus, it is critical for policymakers to take swift and effective actions. In this article, we take Hong Kong as a case study, aiming to leverage social media data to support policy-making activities in different phases. First, in the agenda-setting phase, we identify key issues to be addressed during COVID-19. In particular, we design a novel epidemic awareness index to continuously monitor the public discussion hotness of COVID-19 based on large-scale data collected from social media platforms. Then we identify the key issues by analyzing the posts and comments of the extensively discussed topics. Second, in the policy evaluation phase, we conduct a real-time evaluation of anti-epidemic policies. Specifically, we develop an accurate Cantonese sentiment classification model to measure the public satisfaction with anti-epidemic policies and propose a keyphrase extraction technique to further extract public opinions. To the best of our knowledge, this is the first work that conducts a large-scale social media analysis of COVID-19 in Hong Kong.

 

KEYWORDS
COVID-19, social media, sentiment analysis, public opinion, natural language processing

 

SPEAKER BIOGRAPHY
Dr. Quincy Liang is a lead researcher in Wisers AI Lab, supervising the NLP research team. He received his Ph.D. in the Department of Computing from The Hong Kong Polytechnic University in 2016. He has been working in Wisers AI Lab since 2017. His research directions focus on NER, sentiment analysis, explainable AI and few-shot learning, etc.

 

ABOUT THE WEBINAR SERIES
This is part 3 of a 5-part webinar series featuring leading academic experts in big data analytics, information systems, machine learning, data mining, and large-scale data processing. Students interested in the CBSA-Wisers Analytics Challenge @HKUST 2021/22 are highly encouraged to attend the webinars. 

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