Fitness-dependent topological properties of the World Trade Web

被引:236
作者
Garlaschelli, D
Loffredo, MI
机构
[1] Univ Siena, Dipartimento Fis, I-53100 Siena, Italy
[2] INFM UdR Siena, I-53100 Siena, Italy
[3] Univ Siena, Dipartimento Sci Matemat & Informat, I-53100 Siena, Italy
关键词
D O I
10.1103/PhysRevLett.93.188701
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Among the proposed network models, the hidden variable (or good get richer) one is particularly interesting, even if an explicit empirical test of its hypotheses has not yet been performed on a real network. Here we provide the first empirical test of this mechanism on the world trade web, the network defined by the trade relationships between world countries. We find that the power-law distributed gross domestic product can be successfully identified with the hidden variable (or fitness) determining the topology of the world trade web: all previously studied properties up to third-order correlation structure (degree distribution, degree correlations, and hierarchy) are found to be in excellent agreement with the predictions of the model. The choice of the connection probability is such that all realizations of the network with the same degree sequence are equiprobable.
引用
收藏
页码:188701 / 1
页数:4
相关论文
共 15 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   Class of correlated random networks with hidden variables -: art. no. 036112 [J].
Boguñá, M ;
Pastor-Satorras, R .
PHYSICAL REVIEW E, 2003, 68 (03) :13
[3]   Scale-free networks from varying vertex intrinsic fitness -: art. no. 258702 [J].
Caldarelli, G ;
Capocci, A ;
De Los Rios, P ;
Muñoz, MA .
PHYSICAL REVIEW LETTERS, 2002, 89 (25)
[4]   Evolution of networks [J].
Dorogovtsev, SN ;
Mendes, JFF .
ADVANCES IN PHYSICS, 2002, 51 (04) :1079-1187
[5]   Expanded trade and GDP data [J].
Gleditsch, KS .
JOURNAL OF CONFLICT RESOLUTION, 2002, 46 (05) :712-724
[6]   Measuring preferential attachment in evolving networks [J].
Jeong, H ;
Néda, Z ;
Barabási, AL .
EUROPHYSICS LETTERS, 2003, 61 (04) :567-572
[7]   New evidence for the power-law distribution of wealth [J].
Levy, M ;
Solomon, S .
PHYSICA A, 1997, 242 (1-2) :90-94
[8]   Detection of topological patterns in complex networks: correlation profile of the internet [J].
Maslov, S ;
Sneppen, M ;
Zaliznyak, A .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 333 :529-540
[9]   The structure and function of complex networks [J].
Newman, MEJ .
SIAM REVIEW, 2003, 45 (02) :167-256
[10]  
Newman MEJ, 2001, PHYS REV E, V64, DOI [10.1103/PhysRevE.64.016132, 10.1103/PhysRevE.64.016131]