A Social Activity-Based Control Model for Rumor Propagation

被引：0

作者：

Zhu, Qingyi ^{[1
]}

Fan, Ziqi ^{[1
]}

Gan, Chenquan ^{[1
]}

Cheng, Kefei ^{[1
]}

Wu, Yu ^{[1
]}

Yang, Lu-Xing ^{[2
]}

机构：

[1] Chongqing Univ Posts & Telecommun, Sch Cyber Secur & Informat Law, Chongqing 400065, Peoples R China

[2] Deakin Univ, Sch Informat Technol, Melbourne, Vic 3125, Australia

来源：

JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS | 2024年 / 19卷 / 03期

基金：

中国国家自然科学基金;

关键词：

rumor propagation; optimal control; cost-effectiveness; social activity; SPREADING MODEL; HETEROGENEOUS NETWORKS; STABILITY ANALYSIS; MEDIA;

D O I：

10.1115/1.4064200

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

In this paper, we introduce the concept of "social activity" to describe individual behavior on social networks, acknowledging its potential impact on rumor propagation within complex networks. With this in mind, we develop a dynamic model of rumor propagation based on social behavior and analyze the influence of various parameters on the scale of rumors through static comparison. Using this model, we investigate an optimal solution that balances costs and benefits. Numerical simulations and comparative experiments demonstrate the practical value of these findings for strategies aimed at suppressing rumors.

引用

页数：11

共 28 条

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