A topological analysis of scientific coauthorship networks

被引:30
作者
Cardillo, Alessio
Scellato, Salvatore
Latora, Vito
机构
[1] Univ Catania, Dipartimento Fis & AStron, I-95125 Catania, Italy
[2] Ist Nazl Fis Nucl, Sezione Catania, I-95125 Catania, Italy
[3] Scuola Super Catania, I-95123 Catania, Italy
关键词
structure of complex networks; social systems; CENTRALITY;
D O I
10.1016/j.physa.2006.08.059
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study coauthorship networks based on the preprints submitted to the Los Alamos cond-mat database during the period 2000-2005. In our approach two scientists are considered connected if they have coauthored one or more cond-mat preprints together in the same year. We focus on the characterization of the structural properties of the derived graphs and on the time evolution of such properties. The results show that the cond-mat community has grown over the last six years. This is witnessed by an improvement in the connectivity properties of coauthorship graphs over the years, as confirmed by an increasing size of the largest connected component, of the global efficiency and of the clustering coefficient. We have also found that the graphs are characterized by long-tailed degree and betweenness distributions, assortative degree-degree correlations, and a power-law dependence of the clustering coefficient on the node degree. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:333 / 339
页数:7
相关论文
共 17 条
[1]   Evolution of the social network of scientific collaborations [J].
Barabási, AL ;
Jeong, H ;
Néda, Z ;
Ravasz, E ;
Schubert, A ;
Vicsek, T .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 311 (3-4) :590-614
[2]   Deterministic scale-free networks [J].
Barabási, AL ;
Ravasz, E ;
Vicsek, T .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2001, 299 (3-4) :559-564
[3]   Betweenness centrality in large complex networks [J].
Barthélemy, M .
EUROPEAN PHYSICAL JOURNAL B, 2004, 38 (02) :163-168
[4]   Complex networks: Structure and dynamics [J].
Boccaletti, S. ;
Latora, V. ;
Moreno, Y. ;
Chavez, M. ;
Hwang, D. -U. .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5) :175-308
[5]   Centrality measures in spatial networks of urban streets [J].
Crucitti, P ;
Latora, V ;
Porta, S .
PHYSICAL REVIEW E, 2006, 73 (03)
[6]   SET OF MEASURES OF CENTRALITY BASED ON BETWEENNESS [J].
FREEMAN, LC .
SOCIOMETRY, 1977, 40 (01) :35-41
[7]  
Granovetter M., 1983, Sociological Theory, V1, P201, DOI [10.2307/202051.5, DOI 10.2307/202051]
[8]   Efficient behavior of small-world networks [J].
Latora, V ;
Marchiori, M .
PHYSICAL REVIEW LETTERS, 2001, 87 (19) :198701-1
[9]   Economic small-world behavior in weighted networks [J].
Latora, V ;
Marchiori, M .
EUROPEAN PHYSICAL JOURNAL B, 2003, 32 (02) :249-263
[10]   Coauthorship networks and patterns of scientific collaboration [J].
Newman, MEJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 :5200-5205