Studying vast volumes of bug and issue discussions can give an understanding of what the community has been most concerned about, however the magnitude of documents can overload the analyst. We present an approach to analyze the development of the Android open source project by observing trends in the bug discussions in the Android open source project public issue tracker. This informs us of the features or parts of the project that are more problematic at any given point of time. In turn, this can be used to aid resource allocation (such as time and man power) to parts or features. We support these ideas by presenting the results of issue topic distributions over time using statistical analysis of the bug descriptions and comments for the Android open source project. Furthermore, we show relationships between those time distributions and major development releases of the Android OS.
Martie, Lee; Palepu, Vijay Krishna; Sajnani, Hitesh; Lopes, Cristina; , “Trendy bugs: Topic trends in the Android bug reports,” , 2012 9th IEEE Working Conference on Mining Software Repositories (MSR)