This lecture from 2010 was presented by Jon Kleinberg of Cornell University. He focuses his discussion of cascading behavior on large social networks by exploring how the dynamics of information flow mirrors that of an epidemic.
Cascading Behavior in Complex Networks, by Jon Kleinberg
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