大数据 (Jan 2021)
Big-data based intelligent bug triage techniques for open-source projects
Abstract
Bug triage aims to determine the priority and repair measures and is critical in ensuring software trustability. However, in the increasingly popular open-source projects, due to a large number of defects and lack of organization and management, it is challenging to triage all the bug reports by hand on time, making big-data based, automated and intelligent bug triage urgent. An intelligent bug triage technical framework based on industry and academia’s cognition was proposed, and three key tasks: bug priority classification, bug assignment, and bug reassignment, were identified comprehensively and systematically. Related technologies for the characteristics of open-source projects were proposed. The preliminary experiment results show the reasonableness and effectiveness of the above techniques.
