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The analysis of network’s centralities has a high-level significance for many real-worldapplications. The variety of game and graph theoretical approaches has a paramount purpose toformalize a relative importance of nodes in networks. In this paper we represent an algorithmfor the centrality calculation in the domain of weighted networks. The given algorithm calculatesnetwork centralities for weighted graphs based on the proposed procedure of edges’ splitting.The approach is tested and illustrated based on different types of network topologies

Centrality Computation in Weighted Networks Based on Edge-Splitting Procedure