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
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