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    Diffusion of innovations over multiplex social networks

    , Article Proceedings of the International Symposium on Artificial Intelligence and Signal Processing, AISP 2015, 3 March 2015 through 5 March 2015 ; 2015 , Pages 300-304 ; 9781479988174 (ISBN) Ramezanian, R ; Magnani, M ; Salehi, M ; Montesi, D ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2015
    Abstract
    The ways in which an innovation (e.g., new behaviour, idea, technology, product) diffuses among people can determine its success or failure. In this paper, we address the problem of diffusion of innovations over multiplex social networks where the neighbours of a person belong to one or multiple networks (or layers) such as friends, families, or colleagues. To this end, we generalise one of the basic game-theoretic diffusion models, called networked coordination game, for multiplex networks. We present analytical results for this extended model and validate them through a simulation study, finding among other properties a lower bound for the success of an innovation. While simple and leading...