Modeling Repeated Rumor Spreading in Coupled Social Networks

被引:8
作者
Han, Qiyi [1 ]
Shi, Kaibo [1 ]
Gu, Musong [1 ]
You, Lei [1 ]
Miao, Fang [1 ]
机构
[1] Chengdu Univ, Sch Comp Sci, Chengdu 610106, Peoples R China
基金
中国国家自然科学基金;
关键词
Social networking (online); Mathematical model; Security; Psychology; Analytical models; Blogs; Numerical models; Coupled networks; rumor spreading; social networks; psychological factor;
D O I
10.1109/ACCESS.2021.3090997
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Social networks are becoming increasingly collaborative and interdependent for achieving a broader market and profits. However, the coupled social networks which caused by the collaboration and interdependence bring more significant security risks. Rumors will spread more effectively and more rampant in coupled social networks than in separate social networks. Rumors spread in a single social network have attracted considerable attention. In coupled networks, whereas, the research remains to be explored. In coupled networks, in view of the fact that the public will face more rumors, this paper proposes a SIHR rumor spreading model with the "hesitation" psychological state for studying the dynamic course of rumors. The mean-field equation is given for describing and analyzing the diffusion course. The various propagation performances of SIHR model are explained by theoretical and experimental analysis. At last, targeted security scheme is discussed.
引用
收藏
页码:89732 / 89740
页数:9
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