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A random walk through the Bebo network |
Stephen Hardiman , Stefan Hutzler , Peter Richmond |
Trinity College, Deptartment of Physics, College Green, Dublin Dublin 2, Ireland |
Abstract |
We examine the characteristics of a real world social network by taking a random walk through the pages of an online social networking website (Bebo, a website popular in Ireland, similar to its more international counterpart, facebook). By examining the statistics of degree and first passage time of walks which return to the initial vertex, we can estimate characteristics of the network such as degree distribution and clustering as well as estimate the overall size of the social network. Our estimate compares well with |
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Presentation: Oral at International Conference on Economic Science with Heterogeneous Interacting Agents 2008, by Peter RichmondSee On-line Journal of International Conference on Economic Science with Heterogeneous Interacting Agents 2008 Submitted: 2008-03-14 17:43 Revised: 2009-06-07 00:48 |