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ICSE 2020
Wed 24 June - Thu 16 July 2020
Sat 11 Jul 2020 15:20 - 15:32 at Baekje - A25-Android Testing Chair(s): Ting Su

Screen recordings of mobile applications are easy to obtain and capture a wealth of information pertinent to software developers (e.g., bugs or feature requests), making them a popular technique for crowdsourced app feedback. Thus, these videos are becoming a common artifact that developers must manage. In light of unique mobile development constraints, including swift release cycles and rapidly evolving platforms, automated techniques for analyzing all types of rich software artifacts provide benefit to mobile developers. Unfortunately, automatically analyzing screen recordings presents serious challenges, due to their graphical nature, compared to other types of (textual) artifacts. To address these challenges, this paper introduces V2S, a lightweight, automated approach for translating video recordings of Android app usages into replayable scenarios. V2S is based primarily on computer vision techniques and adapts recent solutions for object detection and image classification to detect and classify user actions captured in a video, and convert these into a replayable test scenario. We performed an extensive evaluation of V2S involving 175 videos depicting 3,534 GUI-based actions collected from users exercising features and reproducing bugs from over 80 popular Android apps. Our results illustrate that V2S can accurately replay scenarios from screen recordings, and reproduces $\approx$ 89% of our collected videos with minimal overhead. A case study with three industrial partners illustrates the potential usefulness of V2S for developers.

Sat 11 Jul
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icse-2020-paper-presentations
15:00 - 16:00: Paper Presentations - A25-Android Testing at Baekje
Chair(s): Ting Su
icse-2020-Journal-First15:00 - 15:08
Talk
Luis CruzDeflt University of Technology, Rui AbreuInstituto Superior Técnico, U. Lisboa & INESC-ID
DOI Pre-print Media Attached
icse-2020-papers15:08 - 15:20
Talk
Jue WangNanjing University, Yanyan JiangNanjing University, Chang XuNanjing University, Chun CaoNanjing University, Xiaoxing MaNanjing University, Jian LuNanjing University
icse-2020-papers15:20 - 15:32
Talk
Carlos Bernal-CárdenasWilliam and Mary, Nathan CooperCollege of William & Mary, Kevin MoranWilliam & Mary/George Mason University, Oscar ChaparroCollege of William & Mary, Andrian MarcusUniversity of Texas at Dallas, Denys PoshyvanykWilliam and Mary
Pre-print Media Attached
icse-2020-Journal-First15:32 - 15:40
Talk
Bruno Gois MateusUniversité Polytechnique Hauts-de-France, Matias MartinezUniversité Polytechnique Hauts-de-France
icse-2020-Journal-First15:40 - 15:48
Talk
Gian Luca ScocciaUniversity of L'Aquila, Ivano Malavolta, Marco AutiliUniversity of L'Aquila, Italy, Amleto Di SalleUniversity of L'Aquila, Paola InverardiUniversity of L'Aquila
Link to publication DOI Pre-print
icse-2020-Journal-First15:48 - 15:56
Talk
Md AhasanuzzamanQueen's University, Safwat HassanQueens University, Kingston, Canada, Cor-Paul BezemerUniversity of Alberta, Canada, Ahmed E. HassanQueen's University