A review of social media-based public opinion analyses: Challenges and recommendations

X Dong, Y Lian - Technology in Society, 2021 - Elsevier
Compared with survey polls, social media can yield a better and more comprehensive
understanding of public perceptions of special topics in a more scientific manner. However …

A systematic literature review of crisis management in online public opinion: evolutionary path and implications for China

L Zhang, P Dong, L Zhang, B Mu, A Yang - Kybernetes, 2024 - emerald.com
Purpose This study aims to explore the dissemination and evolutionary path of online public
opinion from a crisis management perspective. By clarifying the influencing factors and …

Fractional order time-delay multivariable discrete grey model for short-term online public opinion prediction

S Yan, Q Su, Z Gong, X Zeng - Expert Systems with Applications, 2022 - Elsevier
Aiming at the rapid fermentation characteristics of the online public opinion, this paper
established the fractional order multivariable time-delayed discrete grey model to predict the …

A theory of host country sentiments: An illustration in cross-border acquisitions

DW Yiu, WP Wan, KX Chen, X Tian - Academy of Management …, 2024 - journals.aom.org
Capitalizing on massive sentiment diffusion and mobilization aided by mass media and
social media nowadays, we introduce a general theory of host country sentiments to …

IPSA: A Multi-View Perception Model for Information Propagation in Online Social Networks

H Min, J Cao, T Zhou, Q Meng - Big Data Mining and Analytics, 2024 - ieeexplore.ieee.org
A thorough understanding of the information dissemination process in Online Social
Networks (OSNs) is crucial for enhancing user behavior analysis. While recent studies …

Use of Twitter during televised election debates: Spanish general election (28 April 2019) vs. French general election (24 April 2022)

J Fontenla-Pedreira, C Maiz-Bar, T Rodríguez-Martelo - Societies, 2023 - mdpi.com
Social media have become key in political communication, playing a crucial role in election
campaigns due to their fast, ubiquitous communication. This paper focuses on the …

[HTML][HTML] Research on the Dynamical Behavior of Public Opinion Triggered by Rumor Based on a Nonlinear Oscillator Model

W Li, H Shen, Z Huang, H Yang - Entropy, 2023 - mdpi.com
In public opinion triggered by rumors, the authenticity of the information remains uncertain,
and the main topic oscillates between diverse opinions. In this paper, a nonlinear oscillator …

DRMM: A novel data mining-based emotion transfer detecting method for emotion prediction of social media

W Shi, G Xue, X Yin, S He… - Journal of Information …, 2024 - journals.sagepub.com
With the progress of the Internet and information technology, emotion analysis has been
applied to analyse the emotional orientation and evolution trend of online public opinion of …

Topic relevance of public health emergencies influence on internet public opinion resonance: simulation based on Langevin's equation

Q Cheng, Y Zhang, Y Li - Mathematical Problems in …, 2021 - Wiley Online Library
Public health emergencies occurred frequently, which usually result in the negative Internet
public opinion events. In the complex network information ecological environment, multiple …