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Network ‘Small-World-Ness’: A Quantitative Method for Determining Canonical Network Equivalence

PLoS ONE · 2008 · Vol. 3(4) · pp. e0002051–e0002051
Mark D. HumphriesKevin Gurney

Abstract

We have shown how the notion of a small-world network may be quantified. Several key properties of the metric are described and the use of WS canonical models is placed on a more secure footing.

Complex Network Analysis TechniquesOpinion Dynamics and Social InfluenceMental Health Research TopicsSmall-world networkAverage path lengthCategorical variableComputer sciencePath lengthEquivalence (formal languages)Cluster analysisWeighted networkNetwork modelMathematics

MeSH terms

Metric SystemModels, Biological

Funding

  • Engineering and Physical Sciences Research Council
Citations
1,426
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19.07
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67
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References
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Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2003 · 3,098 citations
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