{ "id": "cond-mat/0509102", "version": "v3", "published": "2005-09-05T19:21:14.000Z", "updated": "2006-02-28T18:05:37.000Z", "title": "k-core organization of complex networks", "authors": [ "S. N. Dorogovtsev", "A. V. Goltsev", "J. F. F. Mendes" ], "comment": "5 pages, 3 figures", "journal": "Phys. Rev. Lett. 96, 040601 (2006)", "doi": "10.1103/PhysRevLett.96.040601", "categories": [ "cond-mat.stat-mech", "cs.NI", "math-ph", "math.MP", "physics.soc-ph" ], "abstract": "We analytically describe the architecture of randomly damaged uncorrelated networks as a set of successively enclosed substructures -- k-cores. The k-core is the largest subgraph where vertices have at least k interconnections. We find the structure of k-cores, their sizes, and their birth points -- the bootstrap percolation thresholds. We show that in networks with a finite mean number z_2 of the second-nearest neighbors, the emergence of a k-core is a hybrid phase transition. In contrast, if z_2 diverges, the networks contain an infinite sequence of k-cores which are ultra-robust against random damage.", "revisions": [ { "version": "v3", "updated": "2006-02-28T18:05:37.000Z" } ], "analyses": { "keywords": [ "complex networks", "k-core organization", "hybrid phase transition", "finite mean number", "bootstrap percolation thresholds" ], "tags": [ "journal article" ], "publication": { "publisher": "APS", "journal": "Phys. Rev. Lett." }, "note": { "typesetting": "TeX", "pages": 5, "language": "en", "license": "arXiv", "status": "editable" } } }