Evolution mechanism and influencing factors of multidimensional public opinion dissemination from the perspective of game theory

被引:0
|
作者
Xu, Guoteng [1 ]
Sun, Shu [2 ]
Wang, Guanghui [3 ]
Wang, Yushan [4 ]
Hu, Xiaoyu [5 ]
Li, Chengjiang [6 ]
Liu, Xia [7 ]
机构
[1] Guizhou Univ, State Key Lab Publ Big Data, Guiyang 550025, Peoples R China
[2] Guangdong Univ Finance, Sch Financial Math & Stat, Guangzhou 510520, Peoples R China
[3] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
[4] Zhaoqing Univ, Econ & Management Coll, Zhaoqing 526061, Peoples R China
[5] Jingdezhen Univ, Sch Econ & Management, Jingdezhen 333400, Peoples R China
[6] Guizhou Univ, Sch Management, Guiyang 550025, Peoples R China
[7] Yantai Univ, Sch Phys & Elect Informat, Yantai 264005, Peoples R China
基金
中国国家自然科学基金;
关键词
Game theory; Multidimensional network; Online public opinion; Propagation evolution; Influencing factors; DYNAMICS; BEHAVIOR; MODEL;
D O I
10.1016/j.engappai.2024.109319
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the popularization and development of the Internet, in-depth investigation into the evolutionary mechanism of online multidimensional public opinion dissemination is crucial to modern public opinion management. This study introduces game theory into the analysis of the driving mechanism and propagation law of online public opinion, constructs a multi-dimensional public opinion network model covering social, psychological, viewpoint and environmental dimensions, and combines systematic simulation and empirical analysis. The study found: (1) In the process of online public opinion communication, the activity level of micro individuals is influenced by the comprehensive benefits of the game. The game benefits are internally affected by the benefits of publishing and receiving public opinion, and the cost of publishing public opinion. Externally, they are affected by the trust between opinion leaders; (2) Increasing the costs of publishing public opinion can effectively reduce the proportion of active participants in public opinion. Increasing the benefits of receiving or publishing public opinion will increase the proportion of active participants in public opinion; (3) A higher average social bandwagon accelerates the polarization process of viewpoints in the spread of online public opinion, while a higher average social trust slows down the speed of viewpoint polarization in the spread of online public opinion. An unfavorable external environment helps promote the polarization of viewpoints in the spread of online public opinion. This study provides a new perspective for understanding and predicting the dissemination of online public opinion, and a scientific basis for the government to formulate effective online public opinion management strategies.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Multidimensional influencing factors of public opinion information dissemination in social media: Evidence from Weibo dataset
    Wang, Guanghui
    Wang, Yufei
    Liu, Kaidi
    Li, Jimei
    INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2019, 33 (31):
  • [2] Public opinion analysis in pandemic management: an evolutionary game theory perspective
    Zhou, Yaying
    Lang, Yanhuai
    Lu, Kevin J.
    ELECTRONIC GOVERNMENT- AN INTERNATIONAL JOURNAL, 2023, 19 (05) : 560 - 585
  • [3] The Mechanism and Influencing Factors of Herding Effect of College Students' Network Public Opinion
    Hu Xia
    Zhang Yan
    An Bowen
    ANTHROPOLOGIST, 2016, 23 (1-2) : 226 - 230
  • [4] Spatiotemporal pattern evolution and influencing factors of online public opinion--Evidence from the early-stage of COVID-19 in China
    Wang, Jing
    Zhang, Xukun
    Liu, Wubin
    Li, Pei
    HELIYON, 2023, 9 (09)
  • [5] PUBLIC OPINION MONITORING AND GUIDANCE ANALYSIS IN THE PROCESS OF NEWS DISSEMINATION FROM THE PERSPECTIVE OF BIG DATA
    Shi, Wei
    Qin, Weiwei
    COMPUTING AND INFORMATICS, 2023, 42 (05) : 1114 - 1135
  • [6] Public Opinion Polarization by Individual Revenue from the Social Preference Theory
    Chen, Tinggui
    Li, Qianqian
    Fu, Peihua
    Yang, Jianjun
    Xu, Chonghuan
    Cong, Guodong
    Li, Gongfa
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (03)
  • [7] Internet public opinion dissemination mechanism of COVID-19: evidence from the Shuanghuanglian event
    Zhang, Xing
    Zhou, Yan
    Zhou, Fuli
    Pratap, Saurabh
    DATA TECHNOLOGIES AND APPLICATIONS, 2022, 56 (02) : 283 - 302
  • [8] Spatiotemporal Evolution and Factors Influencing Regional Ecological Land in a Multidimensional Perspective: A Case Study of the Beijing-Tianjin-Hebei Region
    Wang, Xingbang
    Xu, Ze
    Huang, Jing
    Zhang, Zhengfeng
    REMOTE SENSING, 2024, 16 (10)
  • [9] A Multidimensional Exploration of the Factors Influencing Comprehensive Grain Production Capacity from a Spatial Perspective
    Liu, Zhijiao
    Hong, Shuo
    Wang, Jingjing
    SUSTAINABILITY, 2025, 17 (07)
  • [10] Cooperation Behavior of Opinion Leaders and Official Media on the Governance of Negative Public Opinion in the Context of the Epidemic: An Evolutionary Game Analysis in the Perspective of Prospect Theory
    Wei, Jing
    Wang, Lijun
    Zhu, Hengmin
    Huang, Weidong
    COMPLEXITY, 2023, 2023