Resolution Limit in Community Detection¶
Fortunato, S., & Barthélemy, M. (2007). Resolution Limit in Community Detection. Proceedings of the National Academy of Sciences, 104(1), 36-41.
Cited by¶
1 citation across 1 artifact.
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Primes¶
- Partition Dependence of Aggregates
- The identical structural pattern appears in a macroeconomist's choice of accounting period (the same returns series mean-reverting at one period and momentum at another), a network scientist's choice of resolution parameter (four communities at one resolution and twenty at another), a redistricting commission's choice of boundaries (different partisan outcomes from the same voter distribution), and a clustering analyst's choice of K (different segment structures from the same database).
This sourceShows modularity optimization yields different module counts at different resolutions — the network instance of partition dependence.
- The identical structural pattern appears in a macroeconomist's choice of accounting period (the same returns series mean-reverting at one period and momentum at another), a network scientist's choice of resolution parameter (four communities at one resolution and twenty at another), a redistricting commission's choice of boundaries (different partisan outcomes from the same voter distribution), and a clustering analyst's choice of K (different segment structures from the same database).
Verification¶
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