Crowdsourced Report Generation via Bug Screenshot Understanding (ASE 2019 - Student Research Competition) - ASE 2019

Sun 10 - Fri 15 November 2019 San Diego, California, United States

Track

ASE 2019 Student Research Competition

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When

Tue 12 Nov 2019 15:20 - 16:00 at Kensington Ballroom - Poster Session: Student Research Competition
Wed 13 Nov 2019 13:40 - 13:55 at South Park - Student Research Competition - Selected Presentations (Undergraduate) Chair(s): Jin L.C. Guo, Jie M. Zhang

Abstract

Quality control is a challenge of crowdsourcing, especially in software testing. As having different levels of skills, some crowdworkers may not complete assigned tasks well. Therefore, it is necessary to propose some auxiliary methods to assist crowdworkers, raising bug report quality. This paper proposes a novel method, namely CroReG, to generate crowdsourcing reports based on bug screenshots. CroReG leverages image understanding techniques to analyze bug screenshots. Image understanding techniques including deep learning and optical character recognition (OCR) techniques are used comprehensively to analyze the screenshots and then CroReG can automatically generate corresponding bug reports. The preliminary experiment results show that CroReG can effectively generate bug reports containing accurate screenshot captions and providing guidance for crowdworkers.

File attachments

Crowdsourced Report Generation via Bug Screenshot Understanding (CroReG.pdf)	3.10MiB

Bio

An senior undergraduate student of iSE Lab, Nanjing University.

Time Zone

The program is currently displayed in (GMT-08:00) Tijuana, Baja California.

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The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
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Session Program

Tue 12 Nov
Displayed time zone: Tijuana, Baja California change

	15:20 - 16:00	Poster Session: Student Research CompetitionStudent Research Competition at Kensington Ballroom

	15:20 40m		Boosting Neural Commit Message Generation with Code Semantic Analysis Student Research Competition Shuyao Jiang Fudan University
	15:20 40m		Toward Practical Automatic Program Repair Student Research Competition Ali Ghanbari Iowa State University
	15:20 40m		An Image-inspired and CNN-based Android Malware Detection Approach Student Research Competition Shao Yang Case Western Reserve University
	15:20 40m		An Approach for Investigating Emotion Dynamics in Software Development Student Research Competition Krishna Neupane Rochester Institute of Technology
	15:20 40m		A Machine Learning based Approach to Identify SQL Injection Vulnerabilities Student Research Competition Kevin Zhang Wayne State University
	15:20 40m		Retrieve and Refine: Exemplar-based Neural Comment Generation Student Research Competition Bolin Wei Peking University
	15:20 40m		Verifying Determinism in Sequential Programs Student Research Competition Rashmi Mudduluru University of Washington, Seattle
	15:20 40m		User Preference Aware Multimedia Pricing Model using Game Theory and Prospect Theory for Wireless Communications Student Research Competition Krishna Murthy Kattiyan Ramamoorthy San Diego State University
	15:20 40m		Empirical Study of Python Call Graph Student Research Competition Li Yu Nanjing University
	15:20 40m		Towards Comprehensible Representation of Controllers using Machine Learning Student Research Competition Gargi Balasubramaniam Birla Institute of Technology and Science, Pilani, K K Birla Goa Campus File Attached
	15:20 40m		API Design Implications of Boilerplate Client Code Student Research Competition Daye Nam Carnegie Mellon University
	15:20 40m		Compile-time detection of machine image sniping Student Research Competition Martin Kellogg University of Washington, Seattle
	15:20 40m		Crowdsourced Report Generation via Bug Screenshot Understanding Student Research Competition Shengcheng Yu Nanjing University, China File Attached

Wed 13 Nov
Displayed time zone: Tijuana, Baja California change

	13:40 - 15:20	Student Research Competition - Selected Presentations (Undergraduate)Student Research Competition at South Park Chair(s): Jin L.C. Guo McGill University, Jie M. Zhang University College London, UK

	13:40 15m		Crowdsourced Report Generation via Bug Screenshot Understanding Student Research Competition Shengcheng Yu Nanjing University, China File Attached
	13:55 15m		Towards Comprehensible Representation of Controllers using Machine Learning Student Research Competition Gargi Balasubramaniam Birla Institute of Technology and Science, Pilani, K K Birla Goa Campus File Attached
	14:10 15m		Empirical Study of Python Call Graph Student Research Competition Li Yu Nanjing University
	14:25 15m		A Machine Learning based Approach to Identify SQL Injection Vulnerabilities Student Research Competition Kevin Zhang Wayne State University
	14:40 15m		Boosting Neural Commit Message Generation with Code Semantic Analysis Student Research Competition Shuyao Jiang Fudan University

Shengcheng Yu

Nanjing University, China