Temporal dynamics and impact of event interactions in cyber-social populations

被引:29
|
作者
Zhang, Yi-Qing [1 ]
Li, Xiang [1 ]
机构
[1] Fudan Univ, Dept Elect Engn, Adapt Networks & Control Lab, Shanghai 200433, Peoples R China
基金
高等学校博士学科点专项科研基金;
关键词
COMPLEX NETWORKS; HEAVY TAILS; ROBUSTNESS;
D O I
10.1063/1.4793540
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The advance of information technologies provides powerful measures to digitize social interactions and facilitate quantitative investigations. To explore large-scale indoor interactions of a social population, we analyze 18 715 users' Wi-Fi access logs recorded in a Chinese university campus during 3 months, and define event interaction (EI) to characterize the concurrent interactions of multiple users inferred by their geographic coincidences-co-locating in the same small region at the same time. We propose three rules to construct a transmission graph, which depicts the topological and temporal features of event interactions. The vertex dynamics of transmission graph tells that the active durations of EIs fall into the truncated power-law distributions, which is independent on the number of involved individuals. The edge dynamics of transmission graph reports that the transmission durations present a truncated power-law pattern independent on the daily and weekly periodicities. Besides, in the aggregated transmission graph, low-degree vertices previously neglected in the aggregated static networks may participate in the large-degree EIs, which is verified by three data sets covering different sizes of social populations with various rendezvouses. This work highlights the temporal significance of event interactions in cyber-social populations. (C) 2013 American Institute of Physics. [http://dx.doi.org/10.1063/1.4793540]
引用
收藏
页数:7
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