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Burstiness and spreading on temporal networks

机译:临时网络中的突发性和传播

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摘要

We discuss how spreading processes on temporal networks are impacted by the shape of their inter-event time distributions. Through simple mathematical arguments and toy examples, we ?nd that the key factor is the ordering in which events take place, a property that tends to be affected by the bulk of the distributions and not only by their tail, as usually considered in the literature. We show that a detailed modeling of the temporal patterns observed in complex networks can change dramatically the properties of a spreading process, such as the ergodicity of a random walk process or the persistence of an epidemic.
机译:我们讨论了时间网络上的传播过程如何受到事件间时间分布形状的影响。通过简单的数学论证和玩具示例,我们发现关键因素是事件发生的顺序,该属性往往受大部分分布的影响,而不仅受其尾部影响,这在文献中通常会被考虑到。 。我们表明,在复杂网络中观察到的时间模式的详细建模可以极大地改变传播过程的属性,例如遍历随机游走过程或持续流行。

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