Identifying and ranking influential spreaders in complex networks

  title={Identifying and ranking influential spreaders in complex networks},
  author={Zong-Wen Liang and Qing Sheng Li},
  journal={2014 11th International Computer Conference on Wavelet Actiev Media Technology and Information Processing(ICCWAMTIP)},
Identifying influential spreaders is an important and fundamental work in control information diffusion. Many methods based on centrality measures such as degree centrality, the betweenness centrality, closeness centrality and eigenvector centrality are proposed in the previous literatures, and it has proved that the k-shell decomposition plays overwhelming performance to find influential spreaders in networks. However, as the performance of former three methods is not satisfying enough and k… CONTINUE READING

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