Comparative Analysis of Modularity Metrics for Evaluating Evolutionary Software

Ki-Seong LEE  Chan-Gun LEE  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E98-D   No.2   pp.439-443
Publication Date: 2015/02/01
Online ISSN: 1745-1361
DOI: 10.1587/transinf.2014EDL8047
Type of Manuscript: LETTER
Category: Software Engineering
Keyword: 
modularity,  metric,  software evolution,  

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Summary: 
Modularity is an effective evaluation approach for understanding the structural quality of evolutionary software. However, there are many diverse ways to measure it. In this paper, we analyze and compare various modularity metrics that have been studied in different domains to assess their applicability to evolutionary software analysis. Through extensive experiments with artificial DSMs and open-source software, we find that the correlations of those metrics are generally high despite their differences. However, our experiments show that a certain metric can be more sensitive to particular modular factors, hence applying of comprehensive modularity metrics must be taken into consideration.