Software process evaluation: A machine learning approach

• المؤلفون الرئيسيون: CHEN, Ning, HOI, Steven C. H., XIAO, Xiaokui
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2011
• الموضوعات: defect management process; machine learning; sequence classification; software process; Computer Sciences; Databases and Information Systems; Software Engineering
• الوصول للمادة أونلاين: 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
• المؤسسة: 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...