Generation Mechanism of "Information Cocoons" of Network Users: An Evolutionary Game Approach

被引:4
|
作者
Zhang, Xing [1 ]
Cai, Yongtao [1 ]
Zhao, Mengqiao [1 ]
Zhou, Yan [2 ]
机构
[1] Zhengzhou Univ Light Ind, Sch Econ & Management, Zhengzhou 450001, Peoples R China
[2] South China Univ Technol, Sch Business Adm, Guangzhou 510630, Peoples R China
来源
SYSTEMS | 2023年 / 11卷 / 08期
关键词
algorithm era; network users; information cocoons; algorithm recommendation; evolutionary game; RECOMMENDATION METHOD; ECHO CHAMBERS; SOCIAL MEDIA; POLARIZATION; PERSPECTIVE; FRAMEWORK; EXPOSURE;
D O I
10.3390/systems11080414
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
The extensive application of algorithm recommendation technology not only meets the information needs of network users but also leads to the emergence of "information cocoons". On the basis of summarizing three generating mechanisms, namely, the theory of technological innovation, the theory of interest-driven, and the theory of emotional identity, this paper constructs a game model of bilateral evolution between information platforms and network users and simulates the influence path of key factors on the evolution of both parties' main strategies. The research shows that algorithm recommendation technology is the root of "information cocoons" in the algorithm era. As the algorithm technology matures day by day, the cost of using algorithm recommendations on information platforms and the loss cost of accepting algorithm recommendations by network users are constantly decreasing, which causes the information platforms and network users' strategy choice for algorithm recommendation to evolve from {give up and conflict} to {use and accept}, and finally leads to the long-term existence of "information cocoons".
引用
收藏
页数:15
相关论文
共 50 条
  • [1] ANALYSIS OF INFORMATION DIFFUSION WITH IRRATIONAL USERS: A GRAPHICAL EVOLUTIONARY GAME APPROACH
    Li, Yuejiang
    Qiu, Benliu
    Chen, Yan
    Zhao, H. Vicky
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 2527 - 2531
  • [2] Research on Information Sharing Mechanism of Network Organization Based on Evolutionary Game
    Wang, Lin
    Liu, Gaozhi
    3RD INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2018, 113
  • [3] Research on Digital Information Privacy Behavior of Social Network Users Based on Evolutionary Game
    Gu, Tao
    Zeng, Pan
    Wang, Hua
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [4] A generic approach for network defense strategies generation based on evolutionary game theory
    Liu, Liang
    Tang, Chuhao
    Zhang, Lei
    Liao, Shan
    INFORMATION SCIENCES, 2024, 677
  • [5] Information flows in the market: An evolutionary game approach
    Xu, Hedong
    Tian, Cunzhi
    Fan, Suohai
    Li, Jiajia
    CHAOS, 2019, 29 (02)
  • [6] An evolutionary game approach for information sharing within medical consortium based on complex network
    Xue, Rudan
    Xiong, Li
    Wang, Kun
    COMPUTERS & INDUSTRIAL ENGINEERING, 2025, 203
  • [7] GRAPHICAL EVOLUTIONARY GAME THEORETIC ANALYSIS OF SUPER USERS IN INFORMATION DIFFUSION
    Li, Yuejiang
    Li, Yaxin
    Hu, Hong
    Zhao, H. Vicky
    Chen, Yan
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 5650 - 5654
  • [8] Modeling and analysis for network evolutionary game with reconnection mechanism
    Guo, Yuchi
    Tang, Yu
    Li, Lulu
    Lu, Jianquan
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 100 - 105
  • [9] Incentive mechanism for cooperative authentication: An evolutionary game approach
    Fang, Liang
    Shi, Guozhen
    Wang, Lianhai
    Li, Yongjun
    Xu, Shujiang
    Guo, Yunchuan
    INFORMATION SCIENCES, 2020, 527 : 369 - 381
  • [10] Information Acquisition Incentive Mechanism Based on Evolutionary Game Theory
    Dong, Lihong
    Wang, Xirong
    Liu, Beizhan
    Zheng, Tianwei
    Wang, Zheng
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021