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xi 6.5 Proximitybiasinlinkcreation...................... 111 6.6 Mechanismscausingproximitybias ................... 114 6.7 Discussion................................. 118 6.7.1 Isproximityfundamental? .................... 118 6.7.2 Proximitymechanisms ...................... 120 6.8 Summary ................................. 120 7 Network Communities 122 7.1 Datasetsused............................... 124 7.2 Attributesinthenetwork ........................ 124 7.2.1 Friendswithcommonattributes................. 125 7.2.2 Attribute-basedcommunities................... 126 7.2.3 Summary ............................. 130 7.3 Detectingcommunities .......................... 130 7.3.1 Globalcommunitydetection................... 131 7.3.2 Localcommunitydetection.................... 134 7.4 Summary ................................. 143 8 Ostra: Leveraging Relationships 146 8.1 Ostrastrawman.............................. 148 8.1.1 Assumptions............................ 149 8.1.2 Systemmodel........................... 150PDF Image | Online Social Networks: Measurement, Analysis, and Applications to Distributed Information Systems
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