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System of mobile agents to model social networks
Authors:González Marta C  Lind Pedro G  Herrmann Hans J
Affiliation:Institute for Computational Physics, Universit?t Stuttgart, Pfaffenwaldring 27, D-70569 Stuttgart, Germany.
Abstract:
We propose a model of mobile agents to construct social networks, based on a system of moving particles by keeping track of the collisions during their permanence in the system. We reproduce not only the degree distribution, clustering coefficient, and shortest path length of a large database of empirical friendship networks recently collected, but also some features related with their community structure. The model is completely characterized by the collision rate, and above a critical collision rate we find the emergence of a giant cluster in the universality class of two-dimensional percolation. Moreover, we propose possible schemes to reproduce other networks of particular social contacts, namely, sexual contacts.
Keywords:
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