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The Cartographer
Preferential placement for community structure formation
June 18, 2017 Β· Declared Dead Β· π Workshop on Algorithms and Models for the Web-Graph
"No code URL or promise found in abstract"
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Authors
Aleksandr Dorodnykh, Liudmila Ostroumova Prokhorenkova, Egor Samosvat
arXiv ID
1706.05655
Category
physics.soc-ph
Cross-listed
cs.SI
Citations
2
Venue
Workshop on Algorithms and Models for the Web-Graph
Last Checked
4 months ago
Abstract
Various models have been recently proposed to reflect and predict different properties of complex networks. However, the community structure, which is one of the most important properties, is not well studied and modeled. In this paper, we suggest a principle called "preferential placement", which allows to model a realistic clustering structure. We provide an extensive empirical analysis of the obtained structure as well as some theoretical results.
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