Batagelj, Vladimir
[VerfasserIn];
Doreian, Patrick
[VerfasserIn];
Ferligoj, Anuška
[VerfasserIn]
;
Kejzar, Natasa
[Sonstige Person, Familie und Körperschaft]
Understanding large temporal networks and spatial networks
: exploration, pattern searching, visualization and network evolution
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Medientyp:
Buch
Titel:
Understanding large temporal networks and spatial networks
:
exploration, pattern searching, visualization and network evolution
Enthält:
Machine generated contents note: Dedication Preface 1 Temporal and spatial networks 1.1 Modern social network analysis 1.2 Network sizes 1.3 Substantive concerns 1.4 Computational methods 1.5 Data for large temporal networks 1.6 Induction and deduction 2 Foundations of methods for large networks 2.1 Networks 2.2 Types of networks 2.3 Large networks 2.4 Strategies for analyzing large networks 2.5 Statistical network measures 2.6 Subnetworks 2.7 Connectivity properties of networks 2.8 Triangular and short cycle connectivities 2.9 Islands 2.10 Cores and generalized cores 2.11 Important vertices in networks 2.12 Transition to methods for large networks 3 Methods for large networks 3.1 Acyclic networks 3.2 SPC weights in acyclic networks 3.3 Probabilistic flow in acyclic network 3.4 Nonacyclic citation networks 3.5 Two-mode networks from data tables 3.6 Bibliographic networks 3.7 Weights 3.8 Pathfinder 3.9 Clustering, blockmodeling and community detection 3.10 Clustering symbolic data 3.11 Approaches to temporal networks 3.12 Levels of analysis 3.13 Transition to substantive part 4 Scientific citation and other bibliographic networks 4.1 The centrality citation network .....
Beschreibung:
"This book explores social mechanisms that drive network change and link them to computationally sound models of changing structure to detect patterns"--
"This book explores social mechanisms that drive network change and link them to computationally sound models of changing structure to detect patterns. This text identifies the social processes generating these networks and how networks have evolved"--
"This book explores social mechanisms that drive network change and link them to computationally sound models of changing structure to detect patterns. This text identifies the social processes generating these networks and how networks have evolved"--
"This book explores social mechanisms that drive network change and link them to computationally sound models of changing structure to detect patterns"--