ArticleInternational journal of environmental research and public health2020
Public Opinion Polarization by Individual Revenue from the Social Preference Theory.
Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Quantification and Evolution of Online Public Opinion Heat Considering Interactive Behavior and Emotional Conflict.Entropy (Basel, Switzerland) · 2025Article
- How social reinforcement learning can lead to metastable polarisation and the voter model.PloS one · 2024Article
- Application of edge computing combined with deep learning model in the dynamic evolution of network public opinion in emergencies.The Journal of supercomputing · 2023Article
- Applying Blockchain Technology in Network Public Opinion Risk Management System in Big Data Environment.Computational intelligence and neuroscience · 2023Article
- How to Improve Urban Intelligent Traffic? A Case Study Using Traffic Signal Timing Optimization Model Based on Swarm Intelligence Algorithm.Sensors (Basel, Switzerland) · 2021Article
- Modeling Multidimensional Public Opinion Polarization Process under the Context of Derived Topics.International journal of environmental research and public health · 2021Article
- Modeling Network Public Opinion Propagation with the Consideration of Individual Emotions.International journal of environmental research and public health · 2020Article
- Path Optimization of Medical Waste Transport Routes in the Emergent Public Health Event of COVID-19: A Hybrid Optimization Algorithm Based on the Immune-Ant Colony Algorithm.International journal of environmental research and public health · 2020Article
- Analysis of User Satisfaction with Online Education Platforms in China during the COVID-19 Pandemic.Healthcare (Basel, Switzerland) · 2020Article
- Modeling Public Opinion Reversal Process with the Considerations of External Intervention Information and Individual Internal Characteristics.Healthcare (Basel, Switzerland) · 2020Article
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Authors and funding
7 authors.
Funding
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Abstract
Social conflicts occur frequently duringthe social transition period and the polarization of public opinion happens occasionally. By introducing the social preference theory, the target of this paper is to reveal the micro-interaction mechanism of public opinion polarization. Firstly, we divide the social preferences of Internet users (network nodes) into three categories: egoistic, altruistic, and fair preferences, and adopt the revenue function to define the benefits obtained by individuals with different preferences among their interaction process so as to analyze their decision-making behaviors driven by the revenue. Secondly, the revenue function is used to judge the exit rules of nodes in a network, and then a dynamic network of spreading public opinionwith the node (individual) exit mechanism is built based on a BA scale-free network. Subsequently, the influences of different social preferences,as well as individual revenue on the effect of public opinionpolarization, are analyzed through simulation experiments. The simulation results show that(1) Different social preferences demonstrate different influences on the evolution of public opinions, (2) Individuals tend to interact with ones with different preferences, (3) The network with a single preference or a high aggregation is more likely to form public opinion polarization. Finally, the practicability and effectiveness of the proposed model are verified by a real case.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.