A New Model for Growing Social Networks | IEEE Journals & Magazine | IEEE Xplore

A New Model for Growing Social Networks


Abstract:

In this paper, a new model of real social networks is introduced. The main characteristic of the model is an attachment mechanism based on the existence of network commun...Show More

Abstract:

In this paper, a new model of real social networks is introduced. The main characteristic of the model is an attachment mechanism based on the existence of network communities, a key feature of real social networks. Using numerical simulations, we show how this model shares with these networks several peculiarities (such as high levels of clustering, low values of the characteristic path length and node betweenness, division into communities and heterogeneous degree distribution), not captured in other network models.
Published in: IEEE Systems Journal ( Volume: 6, Issue: 3, September 2012)
Page(s): 531 - 538
Date of Publication: 25 April 2012

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