SLPA: Uncovering Overlapping Communities in Social Networks via a Speaker-Listener Interaction Dynamic Process

@article{Xie2011SLPAUO,
  title={SLPA: Uncovering Overlapping Communities in Social Networks via a Speaker-Listener Interaction Dynamic Process},
  author={Jierui Xie and Boleslaw K. Szymanski and Xiaoming Liu},
  journal={2011 IEEE 11th International Conference on Data Mining Workshops},
  year={2011},
  pages={344-349}
}
Overlap is one of the characteristics of social networks, in which a person may belong to more than one social group. For this reason, discovering overlapping structures is necessary for realistic social analysis. In this paper, we present a novel, general framework to detect and analyze both individual overlapping nodes and entire communities. In this framework, nodes exchange labels according to dynamic interaction rules. A specific implementation called Speaker-listener Label Propagation… CONTINUE READING
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