Predicting the Behavior of Techno-Social Systems

被引:326
作者
Vespignani, Alessandro [1 ,2 ,3 ]
机构
[1] Indiana Univ, Ctr Complex Networks & Syst Res, Sch Informat & Comp, Bloomington, IN 47408 USA
[2] Indiana Univ, Pervas Technol Inst, Bloomington, IN 47408 USA
[3] Inst Sci Interchange, Turin, Italy
关键词
SPREAD; EMERGENCE; SCALE;
D O I
10.1126/science.1171990
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We live in an increasingly interconnected world of techno-social systems, in which infrastructures composed of different technological layers are interoperating within the social component that drives their use and development. Examples are provided by the Internet, the World Wide Web, WiFi communication technologies, and transportation and mobility infrastructures. The multiscale nature and complexity of these networks are crucial features in understanding and managing the networks. The accessibility of new data and the advances in the theory and modeling of complex networks are providing an integrated framework that brings us closer to achieving true predictive power of the behavior of techno-social systems.
引用
收藏
页码:425 / 428
页数:4
相关论文
共 39 条
[1]  
[Anonymous], 2004, Evolution and Structure of the Internet: A Statistical Physics Approach
[2]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[3]   The architecture of complex weighted networks [J].
Barrat, A ;
Barthélemy, M ;
Pastor-Satorras, R ;
Vespignani, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (11) :3747-3752
[4]  
Barrat A., 2008, Dynamical processes on complex networks
[5]   Modeling urban street patterns [J].
Barthelemy, Marc ;
Flammini, Alessandro .
PHYSICAL REVIEW LETTERS, 2008, 100 (13)
[6]   The size, scale, and shape of cities [J].
Batty, Michael .
SCIENCE, 2008, 319 (5864) :769-771
[7]   The scaling laws of human travel [J].
Brockmann, D ;
Hufnagel, L ;
Geisel, T .
NATURE, 2006, 439 (7075) :462-465
[8]   Money Circulation, Trackable Items, and the Emergence of Universal Human Mobility Patterns [J].
Brockmann, Dirk ;
Theis, Fabian .
IEEE PERVASIVE COMPUTING, 2008, 7 (04) :28-35
[9]   The role of the airline transportation network in the prediction and predictability of global epidemics [J].
Colizza, V ;
Barrat, A ;
Barthélemy, M ;
Vespignani, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (07) :2015-2020
[10]   Epidemic modeling in metapopulation systems with heterogeneous coupling pattern: Theory and simulations [J].
Colizza, Vittoria ;
Vespignani, Alessandro .
JOURNAL OF THEORETICAL BIOLOGY, 2008, 251 (03) :450-467