19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network can provide ways to hinder or postpone ongoing dynamical phenomena like the spreading of epidemic or the diffusion of information. In this work, we propose a new measure based on stochastic diffusion processes, the \textit{transmission centrality}, that captures the importance of links by estimating the average number of nodes to whom they transfer information during a global spreading diffusion process. We propose a simple algorithmic solution to compute transmission centrality and to approximate it in very large networks at low computational cost. Finally we apply transmission centrality in the identification of weak ties in three large empir...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
Abstract Understanding the importance of links in transmitting information in a network can provide ...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
19 pages, 5 figuresUnderstanding the importance of links in transmitting information in a network ca...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
Abstract Understanding the importance of links in transmitting information in a network can provide ...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...
International audienceUnderstanding the importance of links in transmitting information in a network...