English

Exotic phase transitions of k-cores in clustered networks

Physics and Society 2017-01-25 v2 Statistical Mechanics Social and Information Networks

Abstract

The giant kk-core --- maximal connected subgraph of a network where each node has at least kk neighbors --- is important in the study of phase transitions and in applications of network theory. Unlike Erd\H{o}s-R\'enyi graphs and other random networks where kk-cores emerge discontinuously for k3k\ge 3, we show that transitive linking (or triadic closure) leads to 3-cores emerging through single or double phase transitions of both discontinuous and continuous nature. We also develop a kk-core calculation that includes clustering and provides insights into how high-level connectivity emerges.

Keywords

Cite

@article{arxiv.1607.08637,
  title  = {Exotic phase transitions of k-cores in clustered networks},
  author = {Uttam Bhat and Munik Shrestha and Laurent Hébert-Dufresne},
  journal= {arXiv preprint arXiv:1607.08637},
  year   = {2017}
}

Comments

5 pages, 5 figures