The International Trade Network:: weighted network analysis and modelling

被引:153
作者
Bhattacharya, K. [1 ]
Mukherjee, G. [1 ,2 ]
Saramaki, J. [3 ]
Kaski, K. [3 ]
Manna, S. S. [1 ,3 ]
机构
[1] Satyendra Nath Bose Natl Ctr Basic Sci Block JD, Kolkata 700098, India
[2] Bidhan Chandra Coll, Burdwan 713304, W Bengal, India
[3] Aalto Univ, Lab Computat Engn, FIN-02015 Helsinki, Finland
来源
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT | 2008年
关键词
critical exponents and amplitudes (experiment); network dynamics; random graphs; networks;
D O I
10.1088/1742-5468/2008/02/P02002
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Tools of the theory of critical phenomena, namely the scaling analysis and universality, are argued to be applicable to large complex weblike network structures. Using a detailed analysis of the real data of the International Trade Network we argue that the scaled link weight distribution has an approximate log-normal distribution which remains robust over a period of 53 years. Another universal feature is observed in the power-law growth of the trade strength with gross domestic product, the exponent being similar for all countries. Using the 'rich-club' coefficient measure of the weighted networks it has been shown that the size of the rich-club controlling half of the world's trade is actually shrinking. While the gravity law is known to describe well the social interactions in the static networks of population migration, international trade, etc, here for the first time we studied a non-conservative dynamical model based on the gravity law which excellently reproduced many empirical features of the ITN.
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页数:10
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