The dynamics of a mobile phone network

被引:116
作者
Hidalgo, Cesar A. [1 ]
Rodriguez-Sickert, C. [2 ]
机构
[1] Univ Notre Dame, Dept Phys, Ctr Complex Network Res, Notre Dame, IN 46556 USA
[2] Pontificia Univ Catolica Chile, Dept Sociol, Santiago, Chile
基金
美国国家科学基金会;
关键词
complex networks; social networks; social dynamics; dynamical systems;
D O I
10.1016/j.physa.2008.01.073
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The empirical study of network dynamics has been limited by the lack of longitudinal data. Here we introduce a quantitative indicator of link persistence to explore the correlations between the structure of a mobile phone network and the persistence of its links. We show that persistent links tend to be reciprocal and are more common for people with low degree and high clustering. We study the redundancy of the associations between persistence, degree, clustering and reciprocity and show that reciprocity is the strongest predictor of tie persistence. The method presented can be easily adapted to characterize the dynamics of other networks and can be used to identify the links that are most likely to survive in the future. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:3017 / 3024
页数:8
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