[HTML][HTML] Measuring online public opinion for decision making: application of deep learning on political context

D Kim, CJ Chung, K Eom - Sustainability, 2022 - mdpi.com
Thoughts travel faster and farther through cyberspace where people interact with one
another regardless of limitations in language, space, and time. Is a poll sufficient to measure …

A performant deep learning model for sentiment analysis of climate change

M Lydiri, Y El Mourabit, Y El Habouz, M Fakir - Social Network Analysis …, 2022 - Springer
Climate change is one of the most trend topics of the decade in the world. The recent years
were the warmest in 139 years, however identifying deniers and believers of this subject still …

Voices of transitions: Korea's online news media and user comments on the energy transition

B Kim, S Yang, H Kim - Energy Policy, 2024 - Elsevier
It is important to understand stakeholders' attitudes toward energy transition policies, or
indeed toward any government proposal. Online news platforms are agoras where media …

[HTML][HTML] Public opinion analysis of novel coronavirus from online data

L Chen, Y Liu, Y Chang, X Wang, X Luo - Journal of Safety Science and …, 2020 - Elsevier
Novel coronavirus, now named COVID-19, has swept the world, which is regarded as 'public
enemy number one'by WHO. In these months, the coronavirus has become a hot topic and …

[HTML][HTML] Analyzing voter behavior on social media during the 2020 US presidential election campaign

L Belcastro, F Branda, R Cantini, F Marozzo… - Social Network Analysis …, 2022 - Springer
Every day millions of people use social media platforms by generating a very large amount
of opinion-rich data, which can be exploited to extract valuable information about human …

[HTML][HTML] Combining Post Sentiments and User Participation for Extracting Public Stances from Twitter

JH Wang, TW Liu, X Luo - Applied Sciences, 2020 - mdpi.com
Featured Application A potential application of the work is to predict the public stances
towards a specific topic, or to predict election results using social media. Abstract With the …

Rapid perception of public opinion in emergency events through social media

Y Chen, Y Li, Z Wang, AJ Quintero, C Yang… - Natural hazards …, 2022 - ascelibrary.org
Due to its near-real-time crowdsourcing nature, social media demonstrates a great potential
of rapidly reflecting public opinion during emergency events. However, systematic …

Worldwide COVID-19 Topic Knowledge Graph Analysis From Social Media

Y Zhang, Y Wang, H Fan, J Li… - 2023 International Joint …, 2023 - ieeexplore.ieee.org
Current research on online public opinion regarding the coronavirus disease in 2019
(COVID-19) leverages keyword extraction, sentiment analysis, and topic modeling to …

[HTML][HTML] Measuring relative opinion from location-based social media: A case study of the 2016 US presidential election

Z Gong, T Cai, JC Thill, S Hale, M Graham - Plos one, 2020 - journals.plos.org
Social media has become an emerging alternative to opinion polls for public opinion
collection, while it is still posing many challenges as a passive data source, such as …

[HTML][HTML] A CNN-based framework for predicting public emotion and multi-level behaviors based on network public opinion

H Lin, N Bu - Frontiers in Psychology, 2022 - frontiersin.org
Analysis of network public opinion can help to effectively predict the public emotion and the
multi-level government behaviors. Due to the massive and multidimensional characteristics …