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 -core --- maximal connected subgraph of a network where each node has at least 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 -cores emerge discontinuously for , 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 -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