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arxiv: 1801.01521 · v1 · submitted 2018-01-04 · 💻 cs.SI · math.CO· math.PR· physics.soc-ph

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Correlation between clustering and degree in affiliation networks

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classification 💻 cs.SI math.COmath.PRphysics.soc-ph
keywords probabilityrandomadjacentattributesdegreedeltapowervertex
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We are interested in the probability that two randomly selected neighbors of a random vertex of degree (at least) $k$ are adjacent. We evaluate this probability for a power law random intersection graph, where each vertex is prescribed a collection of attributes and two vertices are adjacent whenever they share a common attribute. We show that the probability obeys the scaling $k^{-\delta}$ as $k\to+\infty$. Our results are mathematically rigorous. The parameter $0\le \delta\le 1$ is determined by the tail indices of power law random weights defining the links between vertices and attributes.

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