An empirical study on the interplay between semantic coupling and co-change of software classes
Coupling and co-evolution are at the core of software engineering. Coupling measures the structural dependencies at the source code level, induced via the system architecture, while co-evolution is a measure of the logical dependencies, that is, the degree to which two or more components were co-changed.
Correlation studies have been proposed in the past, and results indicate that indeed there is a link between coupling and co-change. An open question seems to be related to the strength of the coupling between two entities: if A and B are linked by a stronger coupling link, will they need to co-change more in the future?
Our contribution to this question is an empirical study with 10 Java projects, 4,000 revisions and some 20,000 coupled pairs of classes: for each coupled pair, we extracted (i) the coupling strength, per revision, and (ii) the number of co-changes that the pair underwent. Our objective is to statistically ascertain whether different co-change patterns are related to the strength of the coupling link between pairs of classes. Using four mutually exclusive co-change clusters, our results show that, for a pair of coupled classes, the behaviour of the co-change depends on the strength of their coupling link.
Wed 30 May
|16:00 - 16:20|
|16:20 - 16:40|
Lingling FanEast China Normal University, China/Nanyang Technological University, Singapore, Ting SuNanyang Technological University, Singapore, Sen ChenEast China Normal University, China/Nanyang Technological University, Singapore, Guozhu MengNanyang Technological University, Singapore, Yang LiuNanyang Technological University, Singapore, Lihua Xu, Geguang Pu, Zhendong SuUniversity of California, DavisDOI Pre-print File Attached
|16:40 - 17:00|
|Link to publication DOI|
|17:00 - 17:20|
A Large-Scale Empirical Study on the Effects of Code Obfuscations on Android Apps and Anti-Malware Products
Mahmoud HammadUniversity of California, Irvine, Joshua Garcia, Sam MalekUniversity of California, IrvineDOI Pre-print Media Attached File Attached
|17:20 - 17:40|
|Link to publication DOI Media Attached|
|17:40 - 18:00|