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ICSE 2020
Wed 24 June - Thu 16 July 2020
Sat 11 Jul 2020 01:17 - 01:25 at Goguryeo - P29-Android and Web Testing Chair(s): Hironori Washizaki

Automated web testing techniques infer models from a given web app, which are used for test generation. From a testing viewpoint, such an inferred model should contain the minimal set of states that are distinct, yet, adequately cover the app’s main functionalities. In practice, models inferred automatically are affected by near-duplicates, i.e., replicas of the same functional webpage differing only by small insignificant changes. We present the first study of near-duplicate detection algorithms used in within app model inference. We first characterize functional near-duplicates by classifying a random sample of state-pairs, from 493k pairs of webpages obtained from over 6,000 websites, into three categories, namely clone, near-duplicate, and distinct. We systematically compute thresholds that define the boundaries of these categories for each detection technique. We then use these thresholds to evaluate 10 near-duplicate detection techniques from three different domains, namely, information retrieval, web testing, and computer vision on nine open-source web apps. Our study highlights the challenges posed in automatically inferring a model for any given web app. Our findings show that even with the best thresholds, no algorithm is able to accurately detect all functional near-duplicates within apps, without sacrificing coverage.

Sat 11 Jul
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icse-2020-paper-presentations
01:05 - 02:05: Paper Presentations - P29-Android and Web Testing at Goguryeo
Chair(s): Hironori WashizakiWaseda University
icse-2020-papers01:05 - 01:17
Talk
George MathewNorth Carolina State University, Chris ParninNorth Carolina State University, Kathryn StoleeNorth Carolina State University
Pre-print
icse-2020-papers01:17 - 01:25
Talk
Rahulkrishna YandrapallyUniversity of British Columbia, Canada, Andrea StoccoUniversità della Svizzera italiana, Ali MesbahUniversity of British Columbia
Pre-print
icse-2020-Software-Engineering-in-Practice01:25 - 01:37
Talk
Qun XiaTencent Inc., Zhongzhu Zhouzhouzhzh8@mail2.sysu.edu.cn, Zhihao LiTencent Inc., Bin XuTencent Inc., Wei ZouTencent Inc., Zishun ChenTencent Inc., Huafeng MaTencent Inc., Gangqiang LiangTencent Inc., Haochuan LuFudan University, Shiyu GuoTencent Inc., Ting XiongTencent Inc., Yuetang DengTencent, Inc., Tao XiePeking University
icse-2020-papers01:37 - 01:49
Talk
Jieshan ChenAustralian National University, Chunyang ChenMonash University, Zhenchang XingAustralia National University, Xiwei XuData 61, Liming ZhuCSIRO's Data61 and UNSW, Guoqiang LiShanghai Jiao Tong University, Jinshui WangSchool of Information Science and Engineering, Fujian University of Technology, Fuzhou, China
Demonstrations01:49 - 01:52
Talk
Jian LiuEast China Normal University, Xusheng XiaoCase Western Reserve University, Lihua XuNew York University Shanghai, Liang DouEast China Normal University, Andy PodgurskiCase Western University
Demonstrations01:52 - 01:55
Talk
Muhammad Ali GulzarUniversity of California, Los Angeles, Madan MusuvathiMicrosoft Research, Miryung KimUniversity of California, Los Angeles