Condensing class diagrams with minimal manual labeling cost

• Main Authors: YANG, Xinli, David LO, XIA, Xin, SUN, Jianling
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Class Diagram; Cost Saving; Ensemble Learning; Manual Labeling; Unsupervised Learning; Computer Sciences; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3566; https://ink.library.smu.edu.sg/context/sis_research/article/4567/viewcontent/CondensingClassDiagramsMinCost_2016.pdf
• Institution: Singapore Management University

Traditionally, to better understand the design of a project, developers can reconstruct a class diagram from source code using a reverse engineering technique. However, the raw diagram is often perplexing because there are too many classes in it. Condensing the reverse engineered class diagram into...