Modeling Information Diffusion in Networks with Unobserved Links

@article{Duong2011ModelingID,
  title={Modeling Information Diffusion in Networks with Unobserved Links},
  author={Quang Duong and Michael P. Wellman and Satinder P. Singh},
  journal={2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing},
  year={2011},
  pages={362-369}
}
Modeling information diffusion in networks enables reasoning about the spread of ideas, news, opinion, and technology across a network of agents. Existing models generally assume a given network structure, in practice derived from observations of agent communication or other interactions. In many realistic settings, however, observing all connections is not… CONTINUE READING