Analyzing and modeling real-world phenomena with complex networks: a survey of applications

被引：482

作者：

Costa, Luciano da Fontoura ^{[1
,2
]}

Oliveira, Osvaldo N., Jr. ^{[1
]}

Travieso, Gonzalo ^{[1
]}

Rodrigues, Francisco Aparecido ^{[3
]}

Villas Boas, Paulino Ribeiro ^{[1
]}

Antiqueira, Lucas ^{[1
]}

Viana, Matheus Palhares ^{[1
]}

Correa Rocha, Luis Enrique ^{[4
]}

机构：

[1] Univ Sao Paulo, Inst Fis Sao Carlos, BR-13560970 Sao Carlos, SP, Brazil

[2] Natl Inst Sci & Technol Complex Syst, Rio De Janeiro, Brazil

[3] Univ Sao Paulo, Inst Ciecias Matemat & Comp, BR-13560970 Sao Carlos, SP, Brazil

[4] Umea Univ, Dept Phys, S-90187 Umea, Sweden

来源：

ADVANCES IN PHYSICS | 2011年 / 60卷 / 03期

基金：

巴西圣保罗研究基金会; 瑞典研究理事会;

关键词：

complex networks; complex system; network analysis; network theory; collective phenomena; SCALE-FREE NETWORKS; PROTEIN-PROTEIN INTERACTIONS; TRANSCRIPTIONAL REGULATORY NETWORK; COMMUNITY STRUCTURE; FUNCTIONAL CONNECTIVITY; PREFERENTIAL ATTACHMENT; HIERARCHICAL STRUCTURE; SEMANTIC NETWORKS; WEIGHTED NETWORK; INTERACTION MAP;

D O I：

10.1080/00018732.2011.572452

中图分类号：

O469 [凝聚态物理学];

学科分类号：

070205 ;

摘要：

The success of new scientific areas can be assessed by their potential in contributing to new theoretical approaches and in applications to real-world problems. Complex networks have fared extremely well in both of these aspects, with their sound theoretical basis being developed over the years and with a variety of applications. In this survey, we analyze the applications of complex networks to real-world problems and data, with emphasis in representation, analysis and modeling. A diversity of phenomena are surveyed, which may be classified into no less than 11 areas, providing a clear indication of the impact of the field of complex networks.

引用

页码：329 / 412

页数：84

共 600 条

[1] Dynamical evolution of clustering in complex network of earthquakes
Abe, S.
Suzuki, N.
[J]. EUROPEAN PHYSICAL JOURNAL B, 2007, 59 (01) : 93 - 97
[2] Complex-network description of seismicity
Abe, S.
Suzuki, N.
[J]. NONLINEAR PROCESSES IN GEOPHYSICS, 2006, 13 (02) : 145 - 150
[3] Scale-free network of earthquakes
Abe, S
Suzuki, N
[J]. EUROPHYSICS LETTERS, 2004, 65 (04): : 581 - 586
[4] Small-world structure of earthquake network
Abe, S
Suzuki, N
[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 337 (1-2) : 357 - 362
[5] Omori's law in the Internet traffic
Abe, S
Suzuki, N
[J]. EUROPHYSICS LETTERS, 2003, 61 (06): : 852 - 855
[6] Complex earthquake networks: Hierarchical organization and assortative mixing
Abe, Sumiyoshi
Suzuki, Norikazu
[J]. PHYSICAL REVIEW E, 2006, 74 (02)
[7] Abello J., 1999, External Memory Algorithms. AMS, P119, DOI DOI 10.1007/3-540-68530-8_1
[8] A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs
Achard, S
Salvador, R
Whitcher, B
Suckling, J
Bullmore, ET
[J]. JOURNAL OF NEUROSCIENCE, 2006, 26 (01) : 63 - 72
[9] Adamic LA, 1999, LECT NOTES COMPUT SC, V1696, P443
[10] DYNAMICS OF NEURONAL FIRING CORRELATION - MODULATION OF EFFECTIVE CONNECTIVITY
AERTSEN, AMHJ
GERSTEIN, GL
HABIB, MK
PALM, G
[J]. JOURNAL OF NEUROPHYSIOLOGY, 1989, 61 (05) : 900 - 917

← 1 2 3 4 5 6 7 8 9 10 →