LICOD: Leaders Identification for Community Detection in Complex Networks

@article{Kanawati2011LICODLI,
  title={LICOD: Leaders Identification for Community Detection in Complex Networks},
  author={Rushed Kanawati},
  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={577-582}
}
In this work we propose a new efficient algorithm for communities construction based on the idea that a community is animated by a set of {\em leaders} that are followed by a set of nodes. A node can follow different leaders animating different communities. The algorithm is structured into two mains steps: identifying nodes in the network playing the role of leaders, then assigning other nodes to some leaders. We provide a general framework for implementing such an approach. First experimental… CONTINUE READING

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