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Peer code review is key to ensuring the absence of software defects. To improve the review process, many code review tools provide OSS(Open Source Software) project CI(Continuous Integration) tests that automatically verify code quality issues such as a code convention issues. However, these tests do not cover project policy issues and a code readability issues. In this study, our main goal is to...
A key goal of this research is to understand the relationship between adoption of software library versions and its release cycle. In detail, we conducted an empirical study of the release cycle of 23 libraries and how they were adopted by 415 Apache Software Foundation (ASF) client projects. Our preliminary findings show that software projects are quicker to update earlier rapid-release libraries...
In the research of Mining Software Repositories, source code repositories are one of the core sources since it contains the product and the process of software development. A source code repository stores the versions of files and makes it possible to browse the histories of files, such as modification dates, authors, messages, so on. Although such rich information of file histories is easily available,...
The reliability of a prediction model depends on the quality of the data from which it was trained. Therefore, defect prediction models may be unreliable if they are trained using noisy data. Recent research suggests that randomly-injected noise that changes the classification (label) of software modules from defective to clean (and vice versa) can impact the performance of defect models. Yet, in...
The importance of supporting test and maintenance activities in software development has been increasing, since recent software systems have become large and complex. Although in the field of Mining Software Repositories (MSR) there are many promising approaches to predicting, localizing, and triaging bugs, most of them do not consider impacts of each bug on users and developers but rather treat all...
Abstract—Large software projects such as Mozilla Firefox and Eclipse own more than ten thousand bug reports that have been reported but left unresolved. To utilize such a great amount of unresolved bug reports and accelerate bug detection and removal, we propose to a way recommend programmers a bug report that is likely to contain failure descriptions related to a source file being inspected. We employ...
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