DefeXts: A Curated Dataset of Reproducible Real-World Bugs for Modern JVM Languages (ICSE 2019 - Demonstrations) - International Conference on Software Engineering 2019 in Montreal, Canada

Sat 25 - Fri 31 May 2019 Montreal, QC, Canada

Who

Samuel Benton, Ali Ghanbari, Lingming Zhang

Track

ICSE 2019 Demonstrations

Time Zone

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When

Wed 29 May 2019 16:20 - 16:40 at Viger - SE Datasets, Research Infrastructure, and Methodology Chair(s): Rashina Hoda

Abstract

Software engineering studies, such as bug detection, localization, repair, and prediction, often require benchmark bug datasets for their experiments. Few publicly available reproducible bug datasets exist for research consumption. Such datasets which do exist tend to be only applicable towards traditional programming languages (e.g., Defects4J for Java and CoreBench for C). Thus, the creation and widespread usage of bug datasets for the popular modern JVM (Java Virtual Machine) programming languages serve to provide a vital resource for software research. This paper introduces DefeXts, a family of extendable bug datasets currently containing child bug datasets for Kotlin (DefeKts) and Groovy (DefeGts). Each dataset contains reproducible real-world bugs and their corresponding patches scraped from real-world projects. Our introductory versions of DefeKts and DefeGts include 225 Kotlin and 301 Groovy bugs patches. As development of DefeXts continues, we aim to include other modern JVM languages, notably Scala.

Samuel Benton

The University of Texas at Dallas

United States

Ali Ghanbari

The University of Texas at Dallas

United States

Lingming Zhang

Time Zone

The program is currently displayed in (GMT-04:00) Eastern Time (US & Canada).

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Time Band

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Session Program

Wed 29 May
Times are displayed in time zone: (GMT-04:00) Eastern Time (US & Canada) change

	16:00 - 18:00: SE Datasets, Research Infrastructure, and MethodologyPapers / Journal-First Papers / New Ideas and Emerging Results / Demonstrations / Technical Track at Viger Chair(s): Rashina HodaThe University of Auckland

	16:00 - 16:20 Talk		BugSwarm: Mining and Continuously Growing a Dataset of Reproducible Failures and FixesTechnical Track Technical Track Naji DmeiriUniversity of California, Davis, David A TomassiUniversity of California, Davis, Yichen WangUniversity of California, Davis, Antara BhowmickUniversity of California, Davis, Yen-Chuan LiuUniversity of California, Davis, Prem DevanbuUniversity of California, Bogdan VasilescuCarnegie Mellon University, Cindy Rubio-GonzálezUniversity of California, Davis Pre-print
	16:20 - 16:40 Talk		DefeXts: A Curated Dataset of Reproducible Real-World Bugs for Modern JVM LanguagesDemos Demonstrations Samuel BentonThe University of Texas at Dallas, Ali GhanbariThe University of Texas at Dallas, Lingming Zhang
	16:40 - 16:50 Talk		Open Collaborative Data – using OSS principles to share data in SW engineeringNIER New Ideas and Emerging Results Per RunesonLund University
	16:50 - 17:00 Talk		Leveraging Small Software Engineering Data Sets with Pre-trained Neural NetworksNIER New Ideas and Emerging Results Andrea A. Janes, Romain RobbesFree University of Bozen-Bolzano
	17:00 - 17:20 Talk		ActionNet: Vision-based Workflow Action Recognition From Programming ScreencastsTechnical Track Technical Track Dehai Zhao, Zhenchang XingAustralia National University, Chunyang ChenMonash University, Xin XiaMonash University, Guoqiang LiShanghai Jiao Tong University
	17:20 - 17:30 Talk		The ABC of Software Engineering ResearchJournal-First Journal-First Papers Klaas-Jan StolUniversity College Cork and Lero, Ireland, Brian FitzgeraldLero - The Irish Software Research Centre and University of Limerick Link to publication DOI
	17:30 - 17:40 Talk		Mining Plausible Hypotheses from the Literature via Meta-AnalysisNIER New Ideas and Emerging Results Vladimir Ivanov, Giancarlo SucciInnopolis University, Jooyong YiUNIST (Ulsan National Institute of Science and Technology)
	17:40 - 17:50 Talk		Analyzing Families of Experiments in SE: a Systematic Mapping StudyJournal-First Journal-First Papers Adrian Santos Parrilla, Omar GomezEscuela Superior Politecnica de Chimborazo Riobamba, Natalia JuristoUniversidad Politecnica de Madrid
	17:50 - 18:00 Talk		Discussion Period Papers