Emergence of communities in weighted networks

Details Emergence of communities in weighted networks Emergence of communities in weighted networks

2007-08-07

arxiv.org/abs/0708.0925v1

Phys. Rev. Lett. 99, 228701 (2007)

Physics

Physics and Society

4 pages, 5 figures

Scientific paper

10.1103/PhysRevLett.99.228701

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.

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