AutoBugTriager: An Automatic Bug Triage Tool for Predicting Severity
Project Members: Jude Arokiam, Jeremy S. Bradbury
Software: https://github.com/seer-lab/bug-severity-prediction
Description: Bug severity is an important factor in prioritizing which bugs to fix first. The process of triaging bug reports and assigning a severity requires developer expertise and knowledge of the underlying software. The Automatic Bug Traige (AutoBugTriage) tool allows for the prediction of bug severity at the beginning of the project by using an organization’s historical data, in the form of bug reports from past projects, to train the prediction classifier.
Publications:
- Jude Arokiam, Jeremy S. Bradbury. “Automatically Predicting Bug Severity Early in the Development Process,” Proc. of the 42nd International Conference on Software Engineering (ICSE 2020), The New Ideas and Emerging Results (NIER) track, Seoul, South Korea, Oct. 2020.
Video (ICSE 2020):
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