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ICSE 2022
Sun 8 - Fri 27 May 2022
Wed 11 May 2022 20:30 - 20:45 at ICSE Demo room 1 - Mining Software Repositories Chair(s): Xiao Qu

We present a prototype tool Icon2Code, targeted to helping app developers more quickly implement the callback functions of complex Android GUI components by recommending code implementations learnt from similar GUI components from other apps. Given an icon or UI widget provided by designers, Icon2Code first queries a large pre-established database to locate similar icons that other apps have utilized. It then leverages a collaborative filtering model to suggest the most relevant APIs and their usage examples associated with the intended behaviours of these icons. Experimental results on 5,000 randomly selected real-world apps show that Icon2Code is useful and effective in recommending code examples for implementing the behaviours of complex GUI components. It has over 50% of success rate when only one recommended API is taken into account, and over 94% of success rate if 20 APIs are considered. The video demo can be found at~\url{https://youtu.be/pM3ZBGrQTdQ}.

Wed 11 May

Displayed time zone: Eastern Time (US & Canada) change

20:00 - 21:00
Mining Software RepositoriesDEMO - Demonstrations at ICSE Demo room 1
Chair(s): Xiao Qu ABB Corporate Research
20:00
15m
Demonstration
ARSearch: Searching for API Related Resources from Stack Overflow and GitHub
DEMO - Demonstrations
Kien Luong School of Computing and Information Systems, Singapore Management University, Ferdian Thung Singapore Management University, David Lo Singapore Management University
Media Attached
20:15
15m
Demonstration
gDefect4DL: A Dataset of General Real-World Deep Learning Program Defects
DEMO - Demonstrations
Yunkai Liang Tianjin University, Yun Lin National University of Singapore, Xuezhi Song Fudan University, Jun Sun Singapore Management University, Zhiyong Feng Tianjin University, Jin Song Dong National University of Singapore
Pre-print Media Attached
20:30
15m
Demonstration
Code Implementation Recommendation for Android GUI Components
DEMO - Demonstrations
Yanjie Zhao Monash University, Li Li Monash University, Xiaoyu Sun Monash University, Pei Liu Monash University, John Grundy Monash University
Pre-print Media Attached
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Wed 11 May 2022 20:00 - 21:00 at ICSE Demo room 1 - Mining Software Repositories Chair(s): Xiao Qu
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