Abstract:To analyze the interactive dissemination mechanism of multiple information on the same public opinion event in social networks, this article divides the interaction between multiple information into three types: cooperation, independence, and competition. Based on the interaction situation of multiple information dissemination, an information dissemination model is constructed. Research has found that information attributes, information interaction factors, and network topology have different impacts on the dissemination of public opinion multi information, and different individuals have different characteristics of state changes during the interactive dissemination of multi information. The research results can help scholars better understand the mechanism of multi information interaction and dissemination of public opinion in social networks, and provide certain theoretical guidance for maximizing or controlling the dissemination of public opinion information.
王筱莉, 张静, 陈淑琴, 钱梦迪. 基于社交网络的舆情多信息交互传播机制研究[J]. 复杂系统与复杂性科学, 2024, 21(3): 38-45.
WANG Xiaoli, ZHANG Jing, CHEN Shuqin, QIAN Mengdi. Research on Multi Information Interactive Communication Mechanism of Public Opinion Based on Social Network[J]. Complex Systems and Complexity Science, 2024, 21(3): 38-45.
[1] KERMACK W O, MCKENDRICK A G. A contribution to the mathematical theory of epidemics[J]. Proceedings of the Royal Society of London. Series A, Containing Papers of a Mathematical and Physical Character, 1927, 115(772): 700-721. [2] DALEY D J, KENDALL D G. Epidemics and rumours[J]. Nature,1964,204(4963): 1118-1118. [3] WATTS D J, STROGATZ S H. Collective dynamics of "small-world" neteorks[J].Nature,1998, 393(6684):440-442. [4] NEWMAN M E J, WATTS D J. Renormalization group analysis of the small-world network model[J].Physics Letters A,1999,263:341-346. [5] ZANETTE D H.Dynamics of rumor propagation on small world networks[J].Physical Review E,2002,65(4):1908-1916. [6] ZHANG R X, LI D Y. Rumor propagation on networks with community structure[J].Physica A:Statistical Mechanics and Its Applications, 2017, 483:375-385. [7] ZHU L, WANG Y G. Rumor diffusion model with spatio-temporal diffusion and uncertainty of behavior decision in complex social networks[J].Physica A:Statistical Mechanics and Its Applications,2018,502:29-39. [8] 王家坤,王新华.双层社交网络上的企业舆情传播模型及控制策略研究[J].管理科学,2019,32(1):28-41. WANG J K, WANG X H.Research on the enterprise public opinion spreading model and control strategy in two-layer social networks[J].Journal of Management Science,2019,32(1):28-41. [9] XIAN J J, YANG D, PAN L M, et al. Misinformation spreading on correlated multiplex networks[J]. Chaos: an Interdisciplinary Journal of Nonlinear Science, 2019, 29(11): 113123. [10] STANOEV A, TRPEVSKI D, KOCAREV L. Modeling the spread of multiple concurrent contagions on networks[J]. PloS One, 2014, 9(6): e95669. [11] 王治莹,梁敬.突发事件中多种异质信息在出现时间差异情境下的竞争传播研究——两阶段竞争模型[J].管理评论, 2019, 31(10):263-272. WANG Z Y,LIANG J. Competitive propagation of multi-heterogeneous information with occurrence time differences in emergencies—two-stage competition model[J].Management Review, 2019, 31(10):263-272. [12] YAN X B, JIANG P. Effect of the dynamics of human behavior on the competitive spreading of information[J]. Computers in Human Behavior, 2018, 89: 1-7. [13] ZHU Z Q, GAO C, ZHANG Y M, et al. Cooperation and competition among information on social networks[J]. Scientific Reports, 2020, 10(1): 1-12. [14] XIAO Y P, ZHANG L, LI Q, et al. MM-SIS: Model for multiple information spreading in multiplex network[J]. Physica A: Statistical Mechanics and Its Applications, 2019, 513: 135-146. [15] YANG D, CHOW T W S, ZHONG L, et al. True and fake information spreading over the Facebook[J]. Physica A: Statistical Mechanics and Its Applications, 2018, 505: 984-994. [16] VOSOUGHI S, ROY D, ARAL S. The spread of true and false news online[J]. Science, 2018, 359(6380): 1146-1151. [17] 杨超,王友国,朱亮.在线社交网络中双谣言扩散的阈值研究[J].计算机仿真,2020,37(8):206-209+370. YANG C,WANG Y G,ZHU L.Research on threshold of double rumor spread in online social networks[J]. Computer Simulation,2020,37(8):206-209,370. [18] 杨磊,封永雪,侯贵生,等.个体因素与外部环境共同作用下的跨平台社交网络舆情传播模型研究[J].现代情报,2021,41(3):138-147,158. YANG L, FENG Y X, HOU G S, et al.Research on cross-platform social network public opinion propagation model under the joint action of individual factors and external environment[J].Journal of Modern Information,2021,41(3):138-147,158. [19] ZHU L H, LIU W S, ZHANG Z D. Interplay between epidemic and information spreading on multiplex networks[J]. Mathematics and Computers in Simulation, 2021, 188: 268-279. [20] 李丹丹,马静.双层社会网络上的舆情传播动力学分析[J].系统工程理论与实践,2017,37(10):2672-2679. LI D D,MA J.Public opinion spreading dynamics in a two-layer social network[J].Systems Engineering-Theory&Practice,2017, 37(10):2672-2679. [21] LI D D, MA J, TIAN Z H, et al. An evolutionary game for the diffusion of rumor in complex networks[J]. Physica A: Statistical Mechanics and Its Applications, 2015, 433: 51-58.