基于复杂网络理论的人际关系网络模型的构造和特性分析

Construction and Characteristics of Relationships Network Model Based on Complex Network Theory

在小世界、无标度网络模型的基础上构造出人际关系网络模型,并对人际关系网络模型进行了特性分析和仿真实验。结果表明,该网络模型具有平均路径长度与网络规模呈对数形式增长,度分布服从幂律增长,具有等级结构,聚类系数较大的特征,能很好地符合实际的人际关系网络。

This paper analyzes the characteristics of the relationships network,proposes the relationships network model based upon small world and scale free networks model,and also conducts a theoretical analysis and simulation.The results show that the characteristics of this network model is the average length path,increasing logarithmically with the number of nodes,power law degree distribution,hierarchical organization,and big clustering coefficient,which can efficiently describe the real network.