Identifying Similar Neighborhood Structures in Private Social Networks

@article{Singh2010IdentifyingSN,
  title={Identifying Similar Neighborhood Structures in Private Social Networks},
  author={Lisa Singh and Clare Schramm},
  journal={2010 IEEE International Conference on Data Mining Workshops},
  year={2010},
  pages={507-516}
}
Many social networks being analyzed today are generated from sources with privacy concerns. A number of network centrality measures have been introduced to better quantify various social dynamics of interest to social scientists. In this paper, we propose an approximation of a social network that allows for certain centrality measures to be calculated while… CONTINUE READING