How does machine learning change software development practices?

• Main Authors: WAN, Zhiyuan, XIA, Xin, LO, David, MURPHY, Gail C.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Software engineering; machine learning; practitioner; empirical study; Artificial Intelligence and Robotics; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/4498; https://ink.library.smu.edu.sg/context/sis_research/article/5501/viewcontent/tse195.pdf
• Institution: Singapore Management University

Adding an ability for a system to learn inherently adds uncertainty into the system. Given the rising popularity of incorporating machine learning into systems, we wondered how the addition alters software development practices. We performed a mixture of qualitative and quantitative studies with 14...