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Structure of cycles and local ordering in complex networks

Author
Caldarelli, G.; Pastor-Satorras, R.; Vespignani, A.
Type of activity
Journal article
Journal
European physical journal B
Date of publication
2004-03-01
Volume
38
Number
2
First page
183
Last page
186
DOI
https://doi.org/10.1140/epjb/e2004-00020-6 Open in new window
Repository
http://hdl.handle.net/2117/125987 Open in new window
https://arxiv.org/abs/cond-mat/0212026 Open in new window
URL
https://link.springer.com/article/10.1140%2Fepjb%2Fe2004-00020-6 Open in new window
Abstract
We study the properties of quantities aimed at the characterization of grid-like ordering in complex networks. These quantities are based on the global and local behavior of cycles of order four, which are the minimal structures able to identify rectangular clustering. The analysis of data from real networks reveals the ubiquitous presence of a statistically high level of grid-like ordering that is non-trivially correlated with the local degree properties. These observations provide new insights...
Citation
Caldarelli, G., Pastor-Satorras, R., Vespignani, A. Structure of cycles and local ordering in complex networks. "European physical journal B", 1 Març 2004, vol. 38, núm. 2, p. 183-186.
Keywords
Complex network, Hierarchical structure, Local behavior, Minimal structure, Real network
Group of research
SC-SIMBIO - Complex systems. Computer simulation of materials and biological systems

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