Berlin 2008 – wissenschaftliches Programm
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AKSOE: Arbeitskreis Physik sozio-ökonomischer Systeme
AKSOE 12: Dynamics of groups and organizations IV
AKSOE 12.1: Vortrag
Mittwoch, 27. Februar 2008, 14:45–15:15, EW 203
Community dynamics in social networks — •Gergely Palla1, Albert-Làszlò Barabàsi2, and Tamàs Vicsek1 — 1Statistical and Biological Physics Research Group of HAS, Budapest, Hungary — 2Department of Physics, University of Notre Dame, USA
We study the statistical properties of community dynamics in large social networks, where the evolving communities are obtained from subsequent snapshots of the modular structure. Such cohesive groups of people can grow by recruiting new members, or contract by loosing members; two (or more) groups may merge into a single community, while a large enough social group can split into several smaller ones; new communities are born and old ones may disappear. We find significant difference between the behaviour of smaller collaborative or friendship circles and larger communities, eg. institutions. Social groups containing only a few members persist longer on average when the fluctuations of the members is small. It appears to be almost impossible to maintain this strategy for large communities, however. Thus we find that the condition for stability for large communities is continuous changes in their membership, allowing for the possibility that after some time practically all members are exchanged.