Work

Emergence of Communities in Weighted Networks

Year: 2007
Type: article
Abstract: Topology and weights are closely related in weighted complex networks and this is reflected in their modular structure. We present a simple network model where the weights are generated dynamically and they shape the developing topology. By tuning a model parameter governing the importance of weights, the resulting networks undergo a gradual structural transition from a module-free topology to one with communities. The model also reproduces many features of large social networks, including the "weak links" property.
Language: English
Open Access status: green
OpenAlex ID: W2008413086
FWCI: 10.3
Cites: 24
Cited by: 221
Related to: 10