Constructing a multi-layer heterogeneous networks model to explore the public opinion evolution pattern of key users in public health emergencies

T Li, Z Zeng, S Sun, J Sun, Q Li - Journal of Information …, 2023 - journals.sagepub.com
This article aims to discover key users in public health emergencies and explore their public
opinion evolution patterns, thus providing theoretical support for the establishment of a clear …

Topic-emotion propagation mechanism of public emergencies in social networks

M Cai, H Luo, X Meng, Y Cui - Sensors, 2021 - mdpi.com
The information propagation of emergencies in social networks is often accompanied by the
dissemination of the topic and emotion. As a virtual sensor of public emergencies, social …

The evolution of public sentiment toward government management of emergencies: Social media analytics

Z Pi, H Feng - Frontiers in Ecology and Evolution, 2022 - frontiersin.org
At present, social media have become the main media of network public opinion (PO)
dissemination. By analyzing the trend of emotional development in public emergencies, we …

Research on the evolution of cross-platform online public opinion for public health emergencies considering stakeholders

Y Shen, Z Luo, X Song, C Liu - Plos one, 2024 - journals.plos.org
Objective To explore the different processes of the themes and emotional evolution of
various stakeholders in the network public opinion of sudden public health emergencies at …

[HTML][HTML] An Analysis of the Evolution of Online Public Opinion on Public Health Emergencies by Combining CNN-BiLSTM+ Attention and LDA

H Lei, H Wang, L Wang, Y Dong, J Cheng… - Journal of Computer and …, 2023 - scirp.org
In this paper, the Foxconn epidemic event in Zhengzhou was taken as an example to
analyze the evolution of online public opinion on public health emergencies. In order to …

An improved BERT method for the evolution of network public opinion of major infectious diseases: Case Study of COVID-19

M Su, D Cheng, Y Xu, F Weng - Expert Systems with Applications, 2023 - Elsevier
Infectious diseases can cause a sudden and serious spread of public opinion, making it a
popular topic for analysis. However, current research on public sentiment mostly relies on …

Emotional communication analysis of emergency microblog based on the evolution life cycle of public opinion

L Zhang, J Wei, RJ Boncella - Information Discovery and Delivery, 2020 - emerald.com
Purpose Microblogging is an important channel used to disseminate online public opinion
during an emergency. Analyzing the features and evolution mechanism of online public …

Structural analysis of the evolution mechanism of online public opinion and its development stages based on machine learning and social network analysis

Z Liu, X Wu - International Journal of Computational Intelligence …, 2023 - Springer
Internet public opinion is a complex and changeable system, and its trend development is
characterized by explosive, evolutionary uncertainty, concealment and interactivity due to …

Research on the co-evolution of competitive public opinion and intervention strategy based on Markov process

X Liu, J Wang, Y Li - Journal of Information Science, 2023 - journals.sagepub.com
Under Omni-media environment, Online Social Networks (OSN) have gradually become the
most momentous platform for information propagation. Considering the interaction and …

Investigating the public sentiment in major public emergencies through the complex networks method: a case study of COVID-19 epidemic

G Yang, Z Wang, L Chen - Frontiers in Public Health, 2022 - frontiersin.org
The main purpose of this study is to investigate what topic indicators correlate with public
sentiment during “coronavirus disease 2019 (COVID-19) epidemic” and which indicators …