Correlations between structure and random walk dynamics in directed complex networks
Copyright © 2007 American Institute of Physics.
| Publié dans: | Applied physics letters. - 1998. - 91(2007), 5 vom: 30. Juli, Seite 054107 |
|---|---|
| Auteur principal: | |
| Autres auteurs: | , , , |
| Format: | Article en ligne |
| Langue: | English |
| Publié: |
2007
|
| Accès à la collection: | Applied physics letters |
| Sujets: | Journal Article |
| Résumé: | Copyright © 2007 American Institute of Physics. In this letter the authors discuss the relationship between structure and random walk dynamics in directed complex networks, with an emphasis on identifying whether a topological hub is also a dynamical hub. They establish the necessary conditions for networks to be topologically and dynamically fully correlated (e.g., word adjacency and airport networks), and show that in this case Zipf's law is a consequence of the match between structure and dynamics. They also show that real-world neuronal networks and the world wide web are not fully correlated, implying that their more intensely connected nodes are not necessarily highly active |
|---|---|
| Description: | Date Revised 28.09.2020 published: Print-Electronic Citation Status PubMed-not-MEDLINE |
| ISSN: | 0003-6951 |
| DOI: | 10.1063/1.2766683 |