Large Scale Structure and Dynamics of Complex Networks: From Information Technology to Finance and Natural ScienceWorld Scientific, 2007 - Broj stranica: 251 This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters form a reference for the various problems in data analysis visualization and modeling of complex networks. |
Sadržaj
Introduction | 1 |
1 Preliminaries and Basic Definitions in Network Theory | 5 |
2 Models of Complex Networks | 17 |
3 Correlations in Complex Networks | 35 |
Measurements and Models | 67 |
5 Community Structure Identification | 93 |
6 Visualizing Large Complex Networks | 115 |
How Far We Are | 133 |
8 The Large Scale Structure of the Internet | 163 |
9 Spanning Trees in Ecology | 185 |
10 Social and Financial Networks | 205 |
References | 235 |
249 | |
Ostala izdanja - Prikaži sve
Large Scale Structure and Dynamics of Complex Networks: From Information ... Guido Caldarelli,Alessandro Vespignani Pregled nije dostupan - 2007 |
Uobičajeni izrazi i fraze
according algorithm allow analysis approach assigned assortative attachment authors average behavior belong bipartite block centrality Chapter characterization cliques clustering coefficient collaboration complex component computed connected considered correlations corresponding defined definition degree distribution depends described directed directors display distance dynamics edges effect example exponent Finally fitness function given gives graph groups growing hierarchical important in-degree increasing interactions interesting Internet larger layout maps matrix means measure mechanism memory methods natural neighbors networks nodes observed obtained pair particular path Physical possible power-law preferential present probability problem properties proposed quantity random recent regions relation represent Review rule scale scale-free shown similar social networks species statistical step strength structure topological traffic various vertex vertices weight