Evaluating local community methods in networks

被引：130

作者：

Bagrow, James P. ^{[1
]}

机构：

[1] Clarkson Univ, Dept Phys, Potsdam, NY 13699 USA

来源：

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT | 2008年

关键词：

analysis of algorithms; heuristics; network dynamics; random graphs; networks;

D O I：

10.1088/1742-5468/2008/05/P05001

中图分类号：

O3 [力学];

学科分类号：

08 ; 0801 ;

摘要：

We present a new benchmarking procedure that is unambiguous and specific to local community finding methods, allowing one to compare the accuracy of various methods. We apply this to new and existing algorithms. A simple class of synthetic benchmark networks is also developed, capable of testing properties specific to these local methods.

引用

页数：16

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