The “Cameo Principle” and the Origin of Scale-Free Graphs in Social Networks1

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We formulate a simple edge generation rule based on an inverse like mass action principle for random graphs over a structured vertex set. We show that under very weak assumptions on this structure one obtains a scale free distribution for the degree. We furthermore introduce and study a “my friends are your friends” local search principle which makes the clustering coefficient large.

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