Sphere of Influence Centrality via Shapley Values: Empirical Approximation and Network Coverage Analysis

Sie Hendrata Dharmawan, Kevin Limanta, Brendan Liu +1

Node centrality is a fundamental problem in network analysis, yet classical metrics fail to capture the collective, coalitional nature of influence. We present a systematic empiric…