Statistical significance

Centrality measures, upper bound, and influence maximization in large scale directed social networks

The paper addresses the problem of finding top k influential nodes in large scale directed social networks. We propose two new centrality measures, Diffusion Degree for independent cascade model of information diffusion and Maximum Influence Degree. …