System of mobile agents to model social networks.

نویسندگان

  • Marta C González
  • Pedro G Lind
  • Hans J Herrmann
چکیده

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.

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عنوان ژورنال:
  • Physical review letters

دوره 96 8  شماره 

صفحات  -

تاریخ انتشار 2006