Collective personalized change classification with multiobjective search

• Main Authors: XIA, Xin, David LO, WANG, Xinyu, YANG, Xiaohu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Cost effectiveness; developer; machine learning; multiobjective genetic algorithm; personalized change classification (PCC); Computer Sciences; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3610; https://ink.library.smu.edu.sg/context/sis_research/article/4611/viewcontent/CollectivePersonalizedChangeClassMultiobjectiveSearch_2016.pdf
• Institution: Singapore Management University

Many change classification techniques have been proposed to identify defect-prone changes. These techniques consider all developers' historical change data to build a global prediction model. In practice, since developers have their own coding preferences and behavioral patterns, which causes d...