STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis
Wed 23 Sep 2020 10:25 - 10:30 at Wombat - Tool Demo Showcase (2) Chair(s): Junjie Chen
Crowdsourced mobile testing has been widely used due to its convenience and high efficiency. Crowdsourced workers complete testing tasks and record results in test reports. However, the problem of duplicate reports has prevented the efficiency of crowdsourced mobile testing from further improving. Existing crowdsourced testing report analysis techniques usually leverage screenshots and text descriptions independently, but fail to recognize the link between these two types of information. In this paper, we present a crowdsourced mobile testing report selection tool, namely STIFA, to extract image and text feature information in reports and establish an image-text-fusion bug context. Based on text and image fusion analysis results, STIFA performs cluster analysis and report selection. To evaluate, we employed STIFA to analyze 150 reports from 2 apps. The results show that STIFA can extract, on average, 95.23% text feature information and 84.15% image feature information. Besides, STIFA reaches an accuracy of 87.64% in detecting duplicate reports. The demo can be found at https://github.com/ZhenfeiCao/STIFA.
Wed 23 SepDisplayed time zone: (UTC) Coordinated Universal Time change
00:00 - 01:00 | Testing (1)Research Papers / Tool Demonstrations at Wombat Chair(s): Lingming Zhang University of Illinois at Urbana-Champaign, USA | ||
00:00 20mTalk | MockSniffer: Characterizing and Recommending Mocking Decisions for Unit Tests Research Papers Hengcheng Zhu Southern University of Science and Technology, Lili Wei The Hong Kong University of Science and Technology, Ming Wen Huazhong University of Science and Technology, China, Yepang Liu Southern University of Science and Technology, Shing-Chi Cheung Hong Kong University of Science and Technology, China, Qin Sheng WeBank Co Ltd, Cui Zhou WeBank Co Ltd DOI Pre-print | ||
00:20 20mTalk | Defect Prediction Guided Search-Based Software Testing Research Papers Anjana Perera Monash University, Aldeida Aleti Monash University, Marcel Böhme Monash University, Australia, Burak Turhan Monash University DOI Pre-print | ||
00:40 10mTalk | STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis Tool Demonstrations Zhenfei Cao Nanjing University, Xu Wang Nanjing University, Shengcheng Yu Nanjing University, China, Yexiao Yun Nanjing University, Chunrong Fang Nanjing University, China | ||
10:20 - 11:20 | |||
10:20 5mTalk | MetPurity: A Learning-Based Tool of Pure Method Identification for Automatic Test Generation Tool Demonstrations | ||
10:25 5mTalk | STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis Tool Demonstrations Zhenfei Cao Nanjing University, Xu Wang Nanjing University, Shengcheng Yu Nanjing University, China, Yexiao Yun Nanjing University, Chunrong Fang Nanjing University, China | ||
10:30 5mTalk | ImpAPTr: A Tool For Identifying The Clues To Online Service Anomalies Tool Demonstrations hao wang , Guoping Rong Nanjing University, Yangchen Xu Nanjing University, Yong You Meituan-Dianping Group | ||
10:35 5mTalk | PerfCI: A Toolchain for Automated Performance Testing during Continuous Integration of Python Projects Tool Demonstrations Omar Javed Università della Svizzera italiana, Joshua Heneage Dawes University of Manchester and CERN, Marta Han University of Zagreb and CERN, Giovanni Franzoni CERN, Andreas Pfeiffer CERN, Giles Reger University of Manchester, Walter Binder University of Lugano, Switzerland | ||
10:40 5mTalk | Botsing, a Search-based Crash Reproduction Framework for Java Tool Demonstrations Pouria Derakhshanfar Delft University of Technology, Xavier Devroey Delft University of Technology, Annibale Panichella Delft University of Technology, Andy Zaidman Delft University of Technology, Arie van Deursen Delft University of Technology, Netherlands DOI Pre-print Media Attached | ||
10:45 5mTalk | Speeding up GUI Testing by On-Device Test Generation Tool Demonstrations Nataniel Borges Jr. CISPA Helmholtz Center for Information Security, Jenny Rau CISPA Helmholtz Center for Information Security, Andreas Zeller CISPA, Germany | ||
10:50 30mLive Q&A | Q&A or Discussion Tool Demonstrations | ||