English

Core organization of directed complex networks

Disordered Systems and Neural Networks 2015-06-12 v2 Social and Information Networks Mathematical Physics math.MP Physics and Society

Abstract

The recursive removal of leaves (dead end vertices) and their neighbors from an undirected network results, when this pruning algorithm stops, in a so-called core of the network. This specific subgraph should be distinguished from kk-cores, which are principally different subgraphs in networks. If the vertex mean degree of a network is sufficiently large, the core is a giant cluster containing a finite fraction of vertices. We find that generalization of this pruning algorithm to directed networks provides a significantly more complex picture of cores. By implementing a rate equation approach to this pruning procedure for directed uncorrelated networks, we identify a set of cores progressively embedded into each other in a network and describe their birth points and structure.

Keywords

Cite

@article{arxiv.1212.5981,
  title  = {Core organization of directed complex networks},
  author = {N. Azimi-Tafreshi and S. N. Dorogovtsev and J. F. F. Mendes},
  journal= {arXiv preprint arXiv:1212.5981},
  year   = {2015}
}

Comments

10 pages, 7 figures

R2 v1 2026-06-21T22:59:55.125Z