Hyperbolic mapping of complex networks based on community information

@inproceedings{Wang2016HyperbolicMO,
  title={Hyperbolic mapping of complex networks based on community information},
  author={Zuxi Wang and Qingguang Li and Fengdong Jin and Wei Xiong and Yao Wu},
  year={2016}
}
To improve the hyperbolic mapping methods both in terms of accuracy and running time, a novel mapping method called Community and Hyperbolic Mapping (CHM) is proposed based on community information in this paper. Firstly, an index called Community Intimacy (CI) is presented to measure the adjacency relationship between the communities, based on which a community ordering algorithm is introduced. According to the proposed Community-Sector hypothesis, which supposes that most nodes of one… CONTINUE READING