4.6 Article

Mass media influence spreading in social networks with community structure

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IOP Publishing Ltd
DOI: 10.1088/1742-5468/2008/07/P07007

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phase diagrams (theory); random graphs; networks; socio-economic networks

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We study an extension of Axelrod's model for social influence, in which cultural drift is represented as random perturbations, while mass media are introduced by means of an external field. In this scenario, we investigate how the modular structure of social networks affects the propagation of mass media messages across a society. The community structure of social networks is represented by coupled random networks, in which two random graphs are connected by intercommunity links. Considering inhomogeneous mass media fields, we study the conditions for successful message spreading and find a novel phase diagram in the multidimensional parameter space. These findings show that social modularity effects are of paramount importance for designing successful, cost-effective advertising campaigns.

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