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Individuals can get the behavioral information from mass medias, as they always face various kinds of mass medias. Unfortunately, a systematical study about the effects of mass medias on social contagions is still lacking. To this end, we propose a novel non-Markovian social contagion model, in which individuals obtain the behavioral information not only from their neighbors but also from the mass...
To evaluate the performance of prediction of missing links, the known data are randomly divided into two parts, the training set and the probe set. We argue that this straightforward and standard method may lead to terrible bias, since in real biological and information networks, missing links are more likely to be links connecting low-degree nodes. We therefore study how to uncover missing links...
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