Power Indices of Influence Games and New Centrality Measures for Agent Societies and Social Networks

Riquelme, Fabián; Serna, Maria; Molinero, Xavier; Ramos, Carlos; Novais, Paulo; Ehrwein Nihan, Céline; Corchado Rodríguez, Juan M.

Keywords: social network, centrality, Simple game, Power index, Influence game

Abstract

We propose as centrality measures for social networks two classical power indices, Banzhaf and Shapley-Shubik, and two new measures, effort and satisfaction, related to the spread of influence process that emerge from the subjacent influence game. We perform a comparison of these measures with three well known centrality measures, degree, closeness and betweenness, applied to three simple social networks.

Más información

Editorial: Springer International Publishing
Fecha de publicación: 2014
Año de Inicio/Término: June 4-6, 2014
Página de inicio: 23
Página final: 30
Idioma: English