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xvii 6.1 CDF of time between establishment of the two directed links of a symmetric link. In both Flickr and Youtube, links are quickly reciprocated................................. 106 6.2 Log-log plot of outdegree versus number of new links per day. All networks show strong evidence of preferential attachment. . . . . . . 108 6.3 Log-log plot of indegree versus number of new links per day. All networks show strong evidence of preferential attachment. . . . . . . 108 6.4 Log-log plot of degree versus number of new links per day. All networks show strong evidence of preferential attachment. . . . . . . 109 6.5 CDF of distance between source and destination of observed links (Obs). Also shown is the expected CDF from BA model (BA). The numbers in parenthesis are the fraction of all new links connecting nodes that had, a priori, some path between them. All networks show a proximity bias that is not predicted by the BA model. . . . . . . . 113 6.6 CDF of nodes receiving new links by indegree. Plots are shown for observed data (Obs), and simulated mechanisms: random selection (RS), random 2-hop walk (RW), preferential selection (PS), common neighbors (CN), and Jaccard’s coefficient (JC). The observed data does not match any one mechanism, suggesting that different mechanismsareatplayindifferentnetworks. . . . . . . . . . . . . . 116PDF Image | Online Social Networks: Measurement, Analysis, and Applications to Distributed Information Systems
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