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A game theoretic approach to group centrality

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Universidad Carlos III de Madrid. Departamento de Estadística

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UC3M Working papers. Statistics and Econometrics
14-15
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To cite this item, use the following identifier: https://hdl.handle.net/10016/19231

Abstract

This paper is centered in the valuation of the centrality of groups following aproblem-specific approach (Friedkin, 1991). Assuming a TU-game that reflects theinterests which motivate the interactions among individuals in a network, we extend thegame theoretic centrality measure of Gomez et al. (2003) to the case of groups, anddefine the game theoretic group centrality of a group as the variation of its value orpower due to their social relations. We rely on the Shapley group value (Flores et al.,2014) for measuring the value of a group in a game without any restriction, and weintroduce the Myerson group value in order to measure the value when the socialstructure is considered.

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