可变聚类系数无标度网络上的谣言传播仿真研究

Simulation Investigation on Rumor Spreading on Scale-free Network with Tunable Clustering

在经典谣言传播模型的基础上,研究了具有幂律度分布和可变聚类系数的无标度网络上的谣言传播行为。目标是研究聚类系数对谣言传播的影响,通过改变特殊的参数调节网络的聚类系数来观察谣言传播的变化情况。仿真结果表明,聚类系数越高的网络,越能抑制谣言的传播,而聚类系数越低的网络,谣言传播将更加猖獗。

This paper investigate rumor spreading on a triad scale-free network with power law degree distribution and tunable clustering. The objective is to study the impact of tunable clustering on the rumor spreading, Transformation of rumor spreading of different clustering is investigated by altering the particular parameters. From simulation results, a network with high clustering shows a good resistance to rumor spreading, while one with low clustering shows fragility to rumor spreading.