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The International Trade Network: weighted network analysis and modelling

机译:国际贸易网:加权网络分析和建模

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摘要

Tools of the theory of critical phenomena, namely the scaling analysis anduniversality, are argued to be applicable to large complex web-like networkstructures. Using a detailed analysis of the real data of the InternationalTrade Network we argue that the scaled link weight distribution has anapproximate log-normal distribution which remains robust over a period of 53years. Another universal feature is observed in the power-law growth of thetrade strength with gross domestic product, the exponent being similar for allcountries. Using the 'rich-club' coefficient measure of the weighted networksit has been shown that the size of the rich-club controlling half of theworld's trade is actually shrinking. While the gravity law is known to describewell the social interactions in the static networks of population migration,international trade, etc, here for the first time we studied a non-conservativedynamical model based on the gravity law which excellently reproduced manyempirical features of the ITN.
机译:关键现象理论的工具,即缩放分析和通用性,被认为适用于大型复杂的类似网络的网络结构。通过对国际贸易网络真实数据的详细分析,我们认为缩放后的链路权重分布具有近似的对数正态分布,该分布在53年的时间内保持稳健。贸易实力与国内生产总值的幂律增长中也观察到另一个普遍特征,所有国家的指数相似。使用加权网络的“富人俱乐部”系数测度表明,控制着世界一半贸易的富人俱乐部的规模实际上正在缩小。虽然众所周知,引力定律很好地描述了人口迁移,国际贸易等静态网络中的社会互动,但在这里,我们首次研究了基于引力定律的非保守动力学模型,该模型很好地再现了ITN的许多经验特征。

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