Dynamics On and Of Complex Networks, Volume 2: applications to time-varying dynamical systems

Preface; Contents; Contributors; Part I Online Social Media, Internet and WWW; Dynamics in Online Social Networks; 1 Introduction; 2 Structure of Social Networks; 2.1 Degree Distribution; 2.2 Triangles and Community Structure; 2.3 Assortativity and Homophily; 2.4 Differences Between Offline and Onli...

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1. Verfasser: Mukherjee, Animesh (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: New York, NY [u.a.] Springer 2013
Schriftenreihe:Modeling and simulation in science, engineering and technology
Schlagworte:
Zusammenfassung:Preface; Contents; Contributors; Part I Online Social Media, Internet and WWW; Dynamics in Online Social Networks; 1 Introduction; 2 Structure of Social Networks; 2.1 Degree Distribution; 2.2 Triangles and Community Structure; 2.3 Assortativity and Homophily; 2.4 Differences Between Offline and Online Social Networks; 3 Growth in Social Networks; 3.1 Preferential Attachment; 3.2 Heterogeneity; 3.3 Triadic Closure/Triangle Closing; 3.4 Dynamics of Groups; 4 Activity in Online Social Networks; 4.1 Activity Networks Vs. Declared Social Network
4.2 Theories on Social Ties and Information Diffusion4.3 Testing Social Theories in Online Social Networks; 5 Summary; References; An Empirical Validation of Growth Models for Complex Networks; 1 Introduction; 2 Background and Related Work; 2.1 Static Structure of Complex Networks; 2.2 Structural Growth Models; 2.3 Empirical Validation of Growth Models; 2.4 Explanatory Growth Models; 3 Measurement Methodology; 3.1 Flickr and YouTube; Crawling the Entire Graph; Crawling Methodology; Flickr; YouTube; Crawling Limitations; 3.2 Wikipedia; 3.3 Internet Topology; 3.4 Summary
4 Validation of Network Growth Models4.1 Growth Dominates Network Evolution; 4.2 Reciprocation; 4.3 Preferential Attachment; Undirected Networks; Directed Networks; Discussion; 4.4 Proximity Bias in Link Creation; 4.5 Mechanisms Causing Proximity Bias; 4.6 Summary; 5 Discussion; 5.1 Is Proximity Fundamental?; 5.2 Proximity Mechanisms; 6 Summary and Future Work; References; On the Routability of the Internet; 1 Introduction; 2 Schemes Based on Compact Routing and Network Architecture; 3 Solutions Based on Complex Network Theory; 3.1 Hyperbolic Mapping of the Internet; Mapping of the Network
Beschreibung:XIII, 343 S. Ill., graph. Darst.
ISBN:9781461467298

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