Uncovering the structure and temporal dynamics of information propagation

@article{GomezRodriguez2014UncoveringTS,
  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},
  year={2014},
  volume={2},
  pages={26-65}
}
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
Highly Cited
This paper has 88 citations. REVIEW CITATIONS
Recent Discussions
This paper has been referenced on Twitter 7 times over the past 90 days. VIEW TWEETS
45 Extracted Citations
53 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 45 extracted citations

88 Citations

0204020142015201620172018
Citations per Year
Semantic Scholar estimates that this publication has 88 citations based on the available data.

See our FAQ for additional information.

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 53 references

InfoPath

  • InfoPath.
  • Retrieved from http://snap.stanford.edu/infopath…
  • 2013
Highly Influential
5 Excerpts

Survival and event history analysis: A process point of view

  • O. O. Aalen, Ø. Borgan, H. K. Gjessing
  • 2008
Highly Influential
5 Excerpts

Similar Papers

Loading similar papers…