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    Université de Fribourg

    Identifying influential nodes in large-scale directed networks: the role of clustering

    Chen, Duan Bing ; Gao, Hui ; Lü, Linyuan ; Zhou, Tao

    In: PLoS ONE, 2013, vol. 8, no. 10, p. e77455

    Identifying influential nodes in very large-scale directed networks is a big challenge relevant to disparate applications, such as accelerating information propagation, controlling rumors and diseases, designing search engines, and understanding hierarchical organization of social and biological networks. Known methods range from node centralities, such as degree, closeness and betweenness, to...