DNE: A Method for Extracting Cascaded Diffusion Networks from Social Networks

@article{Eslami2011DNEAM,
  title={DNE: A Method for Extracting Cascaded Diffusion Networks from Social Networks},
  author={Motahhare Eslami and Hamid R. Rabiee and Mostafa Salehi},
  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={41-48}
}
The spread of information cascades over social networks forms the diffusion networks. The latent structure of diffusion networks makes the problem of extracting diffusion links difficult. As observing the sources of information is not usually possible, the only available prior knowledge is the infection times of individuals. We confront these challenges by proposing a new method called \textsc{Dne} to extract the diffusion networks by using the time-series data. We model the diffusion process… CONTINUE READING

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