DeepReview: Automatic code review using deep multi-instance learning

• Main Authors: LI, Hengyi, SHI, Shuting, THUNG, Ferdian, HUO, Xuan, XU, Bowen, LI, Ming, LO, David
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Automatic code review; Machine learning; Multi-instance learning; Software mining; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/4346; https://ink.library.smu.edu.sg/context/sis_research/article/5349/viewcontent/Deepreview_Automatic_code_review_using_deep_multi_instance_learning.pdf
• Institution: Singapore Management University

Code review, an inspection of code changes in order to identify and fix defects before integration, is essential in Software Quality Assurance (SQA). Code review is a time-consuming task since the reviewers need to understand, analysis and provide comments manually. To alleviate the burden of review...