Efficient Computation of the Shapley Value for Centrality in Networks

Abstract

The Shapley Value is arguably the most important normative solution concept in coalitional games. One of its applications is in the domain of networks, where the Shapley Value is used to measure the relative importance of individual nodes. This measure, which is called node centrality, is of paramount significance in many real-world application domains… (More)
DOI: 10.1007/978-3-642-17572-5_1

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