Evaluating Local Community Methods in Networks
Data Analysis, Statistics and Probability
2008-08-05 v2 Physics and Society
Abstract
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.
Keywords
Cite
@article{arxiv.0706.3880,
title = {Evaluating Local Community Methods in Networks},
author = {James P. Bagrow},
journal= {arXiv preprint arXiv:0706.3880},
year = {2008}
}