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ASE 2020
Mon 21 - Fri 25 September 2020 Melbourne, Australia
Wed 23 Sep 2020 02:20 - 02:25 at Wombat - Tool Demo Showcase (1) Chair(s): Yanyan Jiang
Thu 24 Sep 2020 01:50 - 02:00 at Koala - Maintenance and Evolution (4) Chair(s): Xin Xia

Just-In-Time (JIT) defect prediction is a classification model that is trained using historical data to predict bug-introducing changes. However, recent studies raised concerns related to the explainability of the predictions of many software analytics applications (i.e., practitioners do not understand why commits are risky and how to improve them). In addition, the adoption of Just-In-Time defect prediction is still limited due to a lack of integration into CI/CD pipelines and modern software development platforms (e.g., GitHub). In this paper, we present an explainable Just-In-Time defect prediction framework to automatically generate feedback to developers by providing the riskiness of each commit, explaining why such commit is risky, and suggesting risk mitigation plans. The proposed framework is integrated into the GitHub CI/CD pipeline as a GitHub application to continuously monitor and analyse a stream of commits in many GitHub repositories. Finally, we discuss the usage scenarios and their implications to practitioners. The VDO demonstration is available at https://youtu.be/HJBzULrS6hE.

Wed 23 Sep

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02:20 - 03:20
Tool Demo Showcase (1)Tool Demonstrations at Wombat
Chair(s): Yanyan Jiang Nanjing University
02:20
5m
Talk
JITBot: An Explainable Just-In-Time Defect Prediction Bot
Tool Demonstrations
Chaiyakarn Khanan Mahidol University, Worawit Luewichana Mahidol University, Krissakorn Pruktharathikoon Mahidol University, Jirayus Jiarpakdee Monash University, Australia, Chakkrit Tantithamthavorn Monash University, Australia, Morakot Choetkiertikul Mahidol University, Thailand, Chaiyong Rakhitwetsagul Mahidol University, Thailand, Thanwadee Sunetnanta Mahidol University
02:25
5m
Talk
OSLDetector: Identifying Open-Source Libraries through Binary Analysis
Tool Demonstrations
Dan Zhang Tsinghua University
02:30
5m
Talk
AirMochi – A Tool for Remotely Controlling iOS Devices
Tool Demonstrations
Nikola Lukic University of Southern California, Saghar Talebipour University of Southern California, Nenad Medvidović University of Southern California, USA
02:35
5m
Talk
Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering
Tool Demonstrations
DI SHAO School of Information Technology, Deakin University, Xiao Liu School of Information Technology, Deakin University, Ben Cheng School of Information Technology, Deakin University, Owen Wang School of Information Technology, Deakin University, Thuong Hoang School of Information Technology, Deakin University
02:40
5m
Talk
HomoTR: Online Test Recommendation System Based on Homologous Code Matching
Tool Demonstrations
Chenqian Zhu Nanjing University, Weisong Sun State Key Laboratory for Novel Software Technology, Nanjing University, Qin LIU , Yangyang Yuan Nanjing University, Chunrong Fang Nanjing University, China, Yong Huang State Key Laboratory for Novel Software Technology, Nanjing University
02:45
5m
Talk
WASim: Understanding WebAssembly Applications through Classification
Tool Demonstrations
Alan Romano University at Buffalo, SUNY, Weihang Wang University at Buffalo, SUNY
02:50
30m
Live Q&A
Q&A or Discussion
Tool Demonstrations

Thu 24 Sep

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01:10 - 02:10
Maintenance and Evolution (4)Research Papers / Tool Demonstrations at Koala
Chair(s): Xin Xia Monash University
01:10
20m
Talk
SCDetector: Software Functional Clone Detection Based on Semantic Tokens Analysis
Research Papers
Yueming Wu Huazhong University of Science and Technology, Deqing Zou Huazhong University of Science and Technology, Shihan Dou Huazhong University of Science and Technology, Siru Yang Huazhong University of Science and Technology, Wei Yang University of Texas at Dallas, USA, Feng Cheng Huazhong University of Science and Technology, Hong Liang Huazhong University of Science and Technology, Hai Jin Huazhong University of Science and Technology
01:30
20m
Talk
Generating Concept based API Element Comparison Using a Knowledge Graph
Research Papers
Yang Liu Fudan University, China, Mingwei Liu Fudan University, China, Xin Peng Fudan University, China, Christoph Treude University of Adelaide, Australia, Zhenchang Xing Australian National University, Australia, Xiaoxin Zhang Fudan University, China
01:50
10m
Talk
JITBot: An Explainable Just-In-Time Defect Prediction Bot
Tool Demonstrations
Chaiyakarn Khanan Mahidol University, Worawit Luewichana Mahidol University, Krissakorn Pruktharathikoon Mahidol University, Jirayus Jiarpakdee Monash University, Australia, Chakkrit Tantithamthavorn Monash University, Australia, Morakot Choetkiertikul Mahidol University, Thailand, Chaiyong Rakhitwetsagul Mahidol University, Thailand, Thanwadee Sunetnanta Mahidol University