Just-in-time defect prediction on JavaScript projects: A replication study

• Main Authors: NI, Chao, XIA, Xin, LO, David, YANG, Xiaohu, HASSAN, Ahmed E.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Defect Prediction; Just-in-time Defect Prediction; Empirical Study; JavaScript; Databases and Information Systems; Programming Languages and Compilers; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7663; https://ink.library.smu.edu.sg/context/sis_research/article/8666/viewcontent/tosem_2020_0133.pdf
• Institution: Singapore Management University

Change-level defect prediction is widely referred to as just-in-time (JIT) defect prediction since it identifies a defect-inducing change at the check-in time, and researchers have proposed many approaches based on the language-independent change-level features. These approaches can be divided into...