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vii 2.2 Whystudyonlinesocialnetworks? ................... 19 2.2.1 Trust................................ 19 2.2.2 Sharedinterest .......................... 20 2.2.3 Contentexchange......................... 20 2.2.4 Otherdisciplines ......................... 22 2.3 Howdoweanalyzecomplexnetworks? ................. 23 2.3.1 Preliminaries ........................... 23 2.3.2 Radiusanddiameter ....................... 23 2.3.3 Degreedistribution........................ 24 2.3.4 Jointdegreedistribution ..................... 25 2.3.5 Scale-freebehavior ........................ 26 2.3.6 Assortativity ........................... 26 2.3.7 Clusteringcoefficient ....................... 27 2.3.8 Betweennesscentrality ...................... 27 2.3.9 Modularity ............................ 28 2.3.10 Connectedcomponents...................... 29 2.3.11 Classesofstudiednetworks ................... 30 2.3.12 Preferentialattachment ..................... 31 3 Related Work 32 3.1 Complexnetworkstructure........................ 32 3.1.1 Socialnetworks .......................... 33PDF Image | Online Social Networks: Measurement, Analysis, and Applications to Distributed Information Systems
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