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

被引：471

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 50 条

[31] Hyperfiniteness of Real-World Networks
Honda, Yutaro
Inoue, Yoshitaka
Ito, Hiro
Sasajima, Munehiko
Teruyama, Junichi
Uno, Yushi
[J]. REVIEW OF SOCIONETWORK STRATEGIES, 2019, 13 (02): : 123 - 141
[32] Neural networks for the real-world
Fraser, D.D.
[J]. Elektron, 1996, 13 (05):
[33] REAL-WORLD DATA MODELING
Kotanchek, Mark
[J]. GECCO-2010 COMPANION PUBLICATION: PROCEEDINGS OF THE 12TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2010, : 2863 - 2895
[34] Real-World Applications for Drones
Kugler, Logan
[J]. COMMUNICATIONS OF THE ACM, 2019, 62 (11) : 19 - 21
[35] Real-World Data Modeling
Kotanchek, Mark
[J]. PROCEEDINGS OF THE FOURTEENTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTATION COMPANION (GECCO'12), 2012, : 1349 - 1378
[36] Real-world modeling of distillation
Taylor, R
Krishna, R
Kooijman, H
[J]. CHEMICAL ENGINEERING PROGRESS, 2003, 99 (07) : 28 - 39
[37] DISTRIBUTED APPLICATIONS FOR THE REAL-WORLD
NORMAN, RF
[J]. IEEE SOFTWARE, 1995, 12 (03) : 95 - &
[38] A survey on real-world implementations of mobile ad-hoc networks
Kiess, Wolfgang
Mauve, Martin
[J]. AD HOC NETWORKS, 2007, 5 (03) : 324 - 339
[39] Analyzing the Real-World Security of the Algorand Blockchain
Blum, Erica
Leung, Derek
Loss, Julian
Katz, Jonathan
Rabin, Tal
[J]. PROCEEDINGS OF THE 2023 ACM SIGSAC CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY, CCS 2023, 2023, : 830 - 844
[40] Fusion: A Necessity for Understanding Real-World Phenomena?
Paul, Peter V.
[J]. AMERICAN ANNALS OF THE DEAF, 2015, 160 (03) : 251 - 254

← 1 2 3 4 5 →