Software process evaluation: A machine learning approach

• Main Authors: CHEN, Ning, HOI, Steven C. H., XIAO, Xiaokui
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: defect management process; machine learning; sequence classification; software process; Computer Sciences; Databases and Information Systems; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/2348; https://ink.library.smu.edu.sg/context/sis_research/article/3348/viewcontent/Software_Process_Evaluation_A_Machine_Learning_Approach.pdf
• Institution: Singapore Management University

Software process evaluation is essential to improve software development and the quality of software products in an organization. Conventional approaches based on manual qualitative evaluations (e.g., artifacts inspection) are deficient in the sense that (i) they are time-consuming, (ii) they suffer...