Uncovering the structure and temporal dynamics of information propagation

  title={Uncovering the structure and temporal dynamics of information propagation},
  author={Manuel Gomez-Rodriguez and Jure Leskovec and David Balduzzi and Bernhard Sch{\"o}lkopf},
  journal={Network Science},
Time plays an essential role in the diffusion of information, influence, and disease over networks. In many cases we can only observe when a node is activated by a contagion— when a node learns about a piece of information, makes a decision, adopts a new behavior, or becomes infected with a disease. However, the underlying network connectivity and transmission rates between nodes are unknown. Inferring the underlying diffusion dynamics is important because it leads to new insights and enables… CONTINUE READING
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