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Thermodynamics of Community Structure

Abstract:

We introduce an approach to partitioning networks into communities that not only determines the best community structure, but also provides a range of characterization techniques to assess how significant that structure is. We study the thermodynamics of community structure by producing equilibrium ensembles of partitions, in which each partition is represented with a well-defined statistical weight. Thus we are able to study the temperature dependence of thermodynamic properties, namely the ...

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Publication status:
Not Published
Peer review status:
Not peer reviewed
Version:
Author's Original

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Institution:
University of Oxford
Department:
Oxford, MPLS, Chemistry, Physical and Theoretical Chem
Role:
Author
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Funding agency for:
Doye, JPK
Royal Society More from this funder
Engineering and Physical Sciences Research Council More from this funder
Publication date:
2006-10-03
URN:
uuid:8af5e06b-af93-4e40-be76-2d03866e1f3f
Source identifiers:
45795
Local pid:
pubs:45795
Keywords:

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