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xxiii 6.2 Prediction accuracy of two-hop link creation mechanisms relative to the baseline random selection mechanism. While no one mechanism appears to be the most accurate across all networks, Random Walk and Preferential Selection tend to have higher accuracy. . . . . . . . . 117 7.1 Affinity values for various attributes of students at Rice. Links are correlatedwithnumeroususerattributes.. . . . . . . . . . . . . . . . 126 7.2 Modularity values for communities defined by various attributes of undergraduates at Rice. College and matriculation year reveal strong communitystructure............................ 127 7.3 Modularity values for communities defined by various attributes for graduate students at Rice. Departments form strong communities. . . 129 8.1 Operations in Ostra, and their effect on the total system credit. No operationaltersthesumofcreditbalances.. . . . . . . . . . . . . . . 155PDF Image | Online Social Networks: Measurement, Analysis, and Applications to Distributed Information Systems
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