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

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Abstract

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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Blanchard, P., Krüger, T. The “Cameo Principle” and the Origin of Scale-Free Graphs in Social Networks. Journal of Statistical Physics 114, 1399–1416 (2004). https://doi.org/10.1023/B:JOSS.0000013969.87579.39

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  • DOI: https://doi.org/10.1023/B:JOSS.0000013969.87579.39

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