Figure_4.tif (161.88 kB)
The different mechanisms that may influence the probability of a connection between two nodes.
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posted on 2013-09-23, 01:47 authored by Nicholas D. Larusso, Brian E. Ruttenberg, Ambuj SinghIn each of the instances, the distance from node A to B and from node C to B are equal. In figure (a) the link probabilities are determined by the combined radii of the nodes. It is much more likely that nodes B and C will form a link due to their radii. In figure (b), the probably of a link between nodes A and B increases because node A is a hub (i.e. high node degree), even though it still has a small spatial reach. In figure (c), nodes A and B have a high probability of forming a link because they are both in the same community. In contrast the probability of a connection between B and C is reduced because they are in different communities.