Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game Theory
Given the fragmentation of public opinion dissemination and the lag of network users’ cognition, the paper analyzes public opinion dissemination with incomplete information, which can provide reference for us to control and guide the spread of public opinion. Based on the derivative and secondary ra...
| Main Authors: | , , , |
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| 格式: | Article |
| 語言: | English |
| 出版: |
Tsinghua University Press
2021-06-01
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| 叢編: | Complex System Modeling and Simulation |
| 主題: | |
| 在線閱讀: | https://www.sciopen.com/article/10.23919/CSMS.2021.0008 |
| _version_ | 1827129357555990528 |
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| author | Bin Wu Ting Yuan Yuqing Qi Min Dong |
| author_facet | Bin Wu Ting Yuan Yuqing Qi Min Dong |
| author_sort | Bin Wu |
| collection | DOAJ |
| description | Given the fragmentation of public opinion dissemination and the lag of network users’ cognition, the paper analyzes public opinion dissemination with incomplete information, which can provide reference for us to control and guide the spread of public opinion. Based on the derivative and secondary radiation of public opinion dissemination with incomplete information, the Susceptible-Susceptible-Infected-Recovered-Recovered-Infected (SSIRR-I) model is proposed. Given the interaction between users, the Deffuant opinion dynamics model and evolutionary game theory are introduced to simulate the public opinion game between dissemination and immune nodes. Finally, the numerical simulation and results analysis are given. The results reveal that the rate of opinion convergence significantly affects disseminating public opinion, which is positively correlated with the promotion effect of the dissemination node and negatively correlated with the suppression effect of the immune node of public opinion dissemination. Derivative and secondary radiations have different effects on public opinion dissemination in the early stage, but promote public opinion dissemination in the later stage. The dominant immune nodes have an apparent inhibitory effect on the spread of public opinion; nevertheless, they cannot block the dissemination of public opinion. |
| first_indexed | 2024-04-11T19:13:24Z |
| format | Article |
| id | doaj.art-6e9266345c5e4cb5a1b814df46706294 |
| institution | Directory Open Access Journal |
| issn | 2096-9929 |
| language | English |
| last_indexed | 2025-03-20T15:59:01Z |
| publishDate | 2021-06-01 |
| publisher | Tsinghua University Press |
| record_format | Article |
| series | Complex System Modeling and Simulation |
| spelling | doaj.art-6e9266345c5e4cb5a1b814df467062942024-09-02T06:14:04ZengTsinghua University PressComplex System Modeling and Simulation2096-99292021-06-011210912110.23919/CSMS.2021.0008Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game TheoryBin Wu0Ting Yuan1Yuqing Qi2Min Dong3School of Economics and Management, Nanjing Tech University, Nanjing 211816, ChinaSchool of Economics and Management, Nanjing Tech University, Nanjing 211816, ChinaSchool of Economics and Management, Nanjing Tech University, Nanjing 211816, ChinaSchool of Economics and Management, Nanjing Tech University, Nanjing 211816, ChinaGiven the fragmentation of public opinion dissemination and the lag of network users’ cognition, the paper analyzes public opinion dissemination with incomplete information, which can provide reference for us to control and guide the spread of public opinion. Based on the derivative and secondary radiation of public opinion dissemination with incomplete information, the Susceptible-Susceptible-Infected-Recovered-Recovered-Infected (SSIRR-I) model is proposed. Given the interaction between users, the Deffuant opinion dynamics model and evolutionary game theory are introduced to simulate the public opinion game between dissemination and immune nodes. Finally, the numerical simulation and results analysis are given. The results reveal that the rate of opinion convergence significantly affects disseminating public opinion, which is positively correlated with the promotion effect of the dissemination node and negatively correlated with the suppression effect of the immune node of public opinion dissemination. Derivative and secondary radiations have different effects on public opinion dissemination in the early stage, but promote public opinion dissemination in the later stage. The dominant immune nodes have an apparent inhibitory effect on the spread of public opinion; nevertheless, they cannot block the dissemination of public opinion.https://www.sciopen.com/article/10.23919/CSMS.2021.0008incomplete informationsocial networkdeffuant modelevolutionary game |
| spellingShingle | Bin Wu Ting Yuan Yuqing Qi Min Dong Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game Theory Complex System Modeling and Simulation incomplete information social network deffuant model evolutionary game |
| title | Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game Theory |
| title_full | Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game Theory |
| title_fullStr | Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game Theory |
| title_full_unstemmed | Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game Theory |
| title_short | Public Opinion Dissemination with Incomplete Information on Social Network: A Study Based on the Infectious Diseases Model and Game Theory |
| title_sort | public opinion dissemination with incomplete information on social network a study based on the infectious diseases model and game theory |
| topic | incomplete information social network deffuant model evolutionary game |
| url | https://www.sciopen.com/article/10.23919/CSMS.2021.0008 |
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