朋友关系网络的实证统计研究

An Empirical Statistical Investigation on Friendship Networks

  • 摘要: 为了探究节点的动力学行为如何对网络拓扑结构造成影响,构建了4个节点相同但拓扑结构不同的朋友网络. 对比研究发现,普通朋友网络是一个小世界网络,但随着朋友关系亲密度的增加,网络拓扑结构由连通到不连通,平均度和集聚系数在减少而平均路径长度在增加. 此外,前3个网络的度相关性呈现负相关.

     

    Abstract: The dynamic behavior of nodes can significantly influence the topological structure in a network. In order to study this process, four friendship networks with same nodes and different topologies have been constructed. Comparison reveals that 1) the normal-friendship network is a small-world network, 2) the connected structure becomes disconnected along with the increasing of relationship intimacy, and 3) both average degree and clustering coefficient are becoming smaller while the average path length is getting larger. In addition, the degree correlations of the first three networks are negative correlated.

     

/

返回文章
返回