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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Not peer reviewed

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Institution:
University of Oxford
Division:
MPLS
Department:
Chemistry
Sub department:
Physical & Theoretical Chem
Role:
Author
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Funding agency for:
Doye, J
Royal Society More from this funder
Engineering and Physical Sciences Research Council More from this funder
Publication date:
2006-10-03
Source identifiers:
45795
Keywords:
Pubs id:
pubs:45795
UUID:
uuid:8af5e06b-af93-4e40-be76-2d03866e1f3f
Local pid:
pubs:45795
Deposit date:
2013-03-20

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