The analysis of complex networks permeates all sciences, from biology to sociology. A fundamental, unsolved problem is how to characterize the community structure of a network. Here, using both standard and novel benchmarks, the authors show that maximization of a simple global parameter, which they call Surprise (S), leads to ...Download Now
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