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 data base 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.
%0 Generic
%1 citeulike:549106
%A Gonzalez, M. C.
%A Lind, P. G.
%A Herrmann, H. J.
%D 2006
%K agents social eni mobile dtl multiagent enidtl pysics networks
%T A system of mobile agents to model social networks
%U http://arxiv.org/abs/physics/0602091
%X 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 data base 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.
@misc{citeulike:549106,
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 data base 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.},
added-at = {2006-03-13T13:00:29.000+0100},
author = {Gonzalez, M. C. and Lind, P. G. and Herrmann, H. J.},
biburl = {https://www.bibsonomy.org/bibtex/2259ebc2aa6f57d59d7a08606467bc035/yish},
citeulike-article-id = {549106},
eprint = {physics/0602091},
interhash = {0c618ef77f56861aebb6eea33e62ff4a},
intrahash = {259ebc2aa6f57d59d7a08606467bc035},
keywords = {agents social eni mobile dtl multiagent enidtl pysics networks},
month = Feb,
priority = {2},
timestamp = {2006-03-13T13:00:29.000+0100},
title = {A system of mobile agents to model social networks},
url = {http://arxiv.org/abs/physics/0602091},
year = 2006
}