Title of article :
Two-population dynamics in a growing network model
Author/Authors :
Ivanova، نويسنده , , Kristinka and Iordanov، نويسنده , , Ivan، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Pages :
11
From page :
1811
To page :
1821
Abstract :
We introduce a growing network evolution model with nodal attributes. The model describes the interactions between potentially violent V and non-violent N agents who have different affinities in establishing connections within their own population versus between the populations. The model is able to generate all stable triads observed in real social systems. In the framework of rate equations theory, we employ the mean-field approximation to derive analytical expressions of the degree distribution and the local clustering coefficient for each type of nodes. Analytical derivations agree well with numerical simulation results. The assortativity of the potentially violent network qualitatively resembles the connectivity pattern in terrorist networks that was recently reported. The assortativity of the network driven by aggression shows clearly different behavior than the assortativity of the networks with connections of non-aggressive nature in agreement with recent empirical results of an online social system.
Keywords :
Two-population dynamics , Stable triads , Terror networks , Networks , Rate equation approach , complex systems
Journal title :
Physica A Statistical Mechanics and its Applications
Serial Year :
2012
Journal title :
Physica A Statistical Mechanics and its Applications
Record number :
1735209
Link To Document :
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