MSR 2022 - Industry Track

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Tue 17 May
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Wed 18 May
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03:00 - 03:50	Session 2: Maintenance (Issues & Smells) Technical Papers / Registered Reports / Data and Tool Showcase Track / Industry Track at MSR Main room - odd hours Chair(s): Alessio Ferrari CNR-ISTI

03:00 4m Talk		An Alternative Issue Tracking Dataset of Public Jira Repositories Data and Tool Showcase Track Lloyd Montgomery Universität Hamburg, Clara Marie Lüders University of Hamburg, Walid Maalej University of Hamburg Pre-print Media Attached
03:04 7m Talk		Smelly Variables in Ansible Infrastructure Code: Detection, Prevalence, and Lifetime Technical Papers Ruben Opdebeeck Vrije Universiteit Brussel, Ahmed Zerouali Vrije Universiteit Brussel, Coen De Roover Vrije Universiteit Brussel Pre-print
03:11 7m Talk		Beyond Duplicates: Towards Understanding and Predicting Link Types in Issue Tracking Systems Technical Papers Clara Marie Lüders University of Hamburg, Abir Bouraffa University of Hamburg, Walid Maalej University of Hamburg DOI Pre-print
03:18 7m Talk		Real-World Clone-Detection in Go Industry Track Qinyun Wu Bytedance Ltd., Huan Song Bytedance Ltd., Ping Yang Bytedance Network Technology
03:25 4m Talk		Towards Using Gameplay Videos for Detecting Issues in Video Games Registered Reports Emanuela Guglielmi University of Molise, Simone Scalabrino University of Molise, Gabriele Bavota Software Institute, USI Università della Svizzera italiana, Rocco Oliveto University of Molise Pre-print
03:29 4m Talk		Is Surprisal in Issue Trackers Actionable? Registered Reports James Caddy University of Adelaide, Markus Wagner University of Adelaide, Australia, Christoph Treude University of Melbourne, Earl T. Barr University College London, UK, Miltiadis Allamanis Microsoft Research DOI Pre-print Media Attached
03:33 17m Live Q&A		Discussions and Q&A Technical Papers

05:00 - 05:50	Session 3: Introspection, Vision, and Human Aspects Technical Papers / Data and Tool Showcase Track / Industry Track / Registered Reports at MSR Main room - odd hours Chair(s): Alexander Serebrenik Eindhoven University of Technology, Sebastian Baltes SAP SE & University of Adelaide

05:00 4m Short-paper		Geographic Diversity in Public Code Contributions Technical Papers Davide Rossi University of Bologna, Stefano Zacchiroli Télécom Paris, Polytechnic Institute of Paris Pre-print Media Attached
05:04 7m Talk		Operationalizing Threats to MSR Studies by Simulation-Based TestingDistinguished Paper Award Technical Papers Johannes Härtel University of Koblenz-Landau, Germany, Ralf Laemmel Facebook London Pre-print Media Attached
05:11 4m Talk		The General Index of Software Engineering Papers Data and Tool Showcase Track Zeinab Abou Khalil Inria, Stefano Zacchiroli Télécom Paris, Polytechnic Institute of Paris DOI Pre-print
05:15 7m Talk		Challenges and Future Research Direction for Microtask Programming in Industry Industry Track Masanari Kondo Kyushu University, Shinobu Saito NTT, IIMURA Yukako NTT, Eunjong Choi Kyoto Institute of Technology, Osamu Mizuno Kyoto Institute of Technology, Yasutaka Kamei Kyushu University, Naoyasu Ubayashi Kyushu University DOI Pre-print Media Attached
05:22 7m Talk		Starting the InnerSource Journey: Key Goals and Metrics to Measure Collaboration Industry Track Daniel Izquierdo-Cortazar Bitergia, Jesús Alonso-Gutiérrez Santander Bank, Alberto Pérez García-Plaza Bitergia, Gregorio Robles Universidad Rey Juan Carlos, Jesus M. Gonzalez-Barahona Universidad Rey Juan Carlos Pre-print Media Attached
05:29 4m Talk		Investigating the Impact of Forgetting in Software Development Registered Reports Utku Unal METU, Eray Tüzün Bilkent University, Tamer Gezici Bilkent University, Ausaf Ahmed Farooqui Bilkent University Pre-print
05:33 17m Live Q&A		Discussions and Q&A Technical Papers

21:00 - 21:50	Session 7: Developer Wellbeing & Project CommunicationTechnical Papers / Data and Tool Showcase Track / Industry Track at MSR Main room - odd hours Chair(s): Bram Adams Queen's University, Kingston, Ontario

21:00 7m Talk		On the Violation of Honesty in Mobile Apps: Automated Detection and CategoriesDistinguished Paper Award Technical Papers Humphrey Obie Monash University, Idowu Oselumhe Ilekura Data Science Nigeria, Hung Du Applied Artificial Intelligence Institute, Deakin University, Mojtaba Shahin RMIT University, Australia, John Grundy Monash University, Li Li Monash University, Jon Whittle CSIRO's Data61 and Monash University, Burak Turhan University of Oulu Pre-print
21:07 7m Talk		How heated is it? Understanding GitHub locked issues Technical Papers Isabella Ferreira Polytechnique Montréal, Bram Adams Queen's University, Kingston, Ontario, Jinghui Cheng Polytechnique Montreal Pre-print Media Attached
21:14 4m Talk		The OCEAN mailing list data set: Network analysis spanning mailing lists and code repositories Data and Tool Showcase Track Melanie Warrick University of Vermont, Samuel F. Rosenblatt University of Vermont, Jean-Gabriel Young University of Vermont, amanda casari Open Source Programs Office, Google, Laurent Hébert-Dufresne University of Vermont, James P. Bagrow University of Vermont DOI Pre-print Media Attached
21:18 4m Talk		The Unexplored Treasure Trove of Phabricator Code Reviews Data and Tool Showcase Track Gunnar Kudrjavets University of Groningen, Nachiappan Nagappan Microsoft Research, Ayushi Rastogi University of Groningen, The Netherlands DOI Pre-print
21:22 4m Talk		The Unsolvable Problem or the Unheard Answer? A Dataset of 24,669 Open-Source Software Conference Talks Data and Tool Showcase Track Kimberly Truong Oregon State University, Courtney Miller Carnegie Mellon University, Bogdan Vasilescu Carnegie Mellon University, USA, Christian Kästner Carnegie Mellon University DOI Pre-print
21:26 4m Talk		Exploring Apache Incubator Project Trajectories with APEX Data and Tool Showcase Track Anirudh Ramchandran University of California, Davis, Likang Yin University of California, Davis, Vladimir Filkov University of California at Davis
21:30 7m Talk		A Culture of Productivity: Maximizing Productivity by Maximizing Wellbeing Industry Track Brian Houck Microsoft Research
21:37 13m Live Q&A		Discussions and Q&A Technical Papers

Thu 19 May
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04:00 - 04:50	Session 9: Scaling & CloudIndustry Track / Registered Reports / Data and Tool Showcase Track / Technical Papers at MSR Main room - even hours Chair(s): Lwin Khin Shar Singapore Management University

04:00 4m Talk		SniP: An Efficient Stack Tracing Framework for Multi-threaded Programs Data and Tool Showcase Track Arun KP Indian Institute of Technology Kanpur, Saurabh Kumar Indian Institute of Technology Kanpur, Debadatta Mishra , Biswabandan Panda Indian Institute of Technology Bombay DOI Pre-print
04:04 4m Talk		Tooling for Time- and Space-efficient git Repository Mining Data and Tool Showcase Track Fabian Heseding Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, Willy Scheibel Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, Jürgen Döllner Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam
04:08 4m Talk		TSSB-3M: Mining single statement bugs at massive scale Data and Tool Showcase Track Cedric Richter Carl von Ossietzky Universität Oldenburg / University of Oldenburg, Heike Wehrheim Carl von Ossietzky Universität Oldenburg / University of Oldenburg Pre-print Media Attached
04:12 7m Talk		Improved Business Outcomes from Cloud Applications – using Integrated Process and Runtime Product Data Mining Industry Track Mahesh Venkataraman Accenture, Reuben George Accenture, Jeff Wilkinson Accenture
04:19 7m Talk		Improve Quality of Cloud Serverless Architectures through Software Repository Mining Industry Track Mallika Fernandes Mrs., Rohit Patwardhan Mr.
04:26 4m Talk		Toward Granular Automatic Unit Test Case Generation Registered Reports Fabiano Pecorelli Tampere University, Giovanni Grano LocalStack, Fabio Palomba University of Salerno, Harald C. Gall University of Zurich, Andrea De Lucia University of Salerno Pre-print
04:30 20m Live Q&A		Discussions and Q&A Technical Papers

21:00 - 21:50	Session 13: Security & QualityTechnical Papers / Data and Tool Showcase Track / Registered Reports / Industry Track at MSR Main room - odd hours Chair(s): Gias Uddin University of Calgary, Canada

21:00 7m Talk		On the Use of Fine-grained Vulnerable Code Statements for Software Vulnerability Assessment Models Technical Papers Triet Le The University of Adelaide, Muhammad Ali Babar University of Adelaide Pre-print
21:07 7m Talk		LineVD: Statement-level Vulnerability Detection using Graph Neural Networks Technical Papers David Hin The University of Adelaide, Andrey Kan The University of Adelaide, Huaming Chen The University of Adelaide, Muhammad Ali Babar University of Adelaide
21:14 7m Talk		LineVul: A Transformer-based Line-Level Vulnerability Prediction Technical Papers Michael Fu Monash University, Kla Tantithamthavorn Monash University Pre-print
21:21 4m Talk		ECench: An Energy Bug Benchmark of Ethereum Client Software Data and Tool Showcase Track Jinyoung Kim Sungkyunkwan University, Misoo Kim Sungkyunkwan University, Eunseok Lee Sungkyunkwan University
21:25 7m Talk		Microsoft CloudMine: Data Mining for the Executive Order on Improving the Nation’s Cybersecurity Industry Track Kim Herzig Tools for Software Engineers, Microsoft, Luke Gostling Microsoft Corporation, Maximilian Grothusmann Microsoft Corporation, Nora Huang Microsoft Corporation, Sascha Just Microsoft, Alan Klimowski Microsoft Corporation, Yashasvini Ramkumar Microsoft Corporation, Myles McLeroy Microsoft Corporation, Kıvanç Muşlu Microsoft, Hitesh Sajnani Microsoft , Varsha Vadaga Microsoft Corporation
21:32 4m Talk		Evaluating few shot and Contrastive learning Methods for Code Clone Detection Registered Reports Mohamad Khajezade University of British Columbia, Fatemeh Hendijani Fard University of British Columbia, Mohamed S Shehata University of British Columbia Pre-print
21:36 14m Live Q&A		Discussions and Q&A Technical Papers

Fri 20 May
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04:00 - 04:50	Session 14: Software Quality Technical Papers / Industry Track / Data and Tool Showcase Track at MSR Main room - even hours Chair(s): Kla Tantithamthavorn Monash University, Simone Scalabrino University of Molise

04:00 4m Short-paper		Evaluating the effectiveness of local explanation methods on source code-based defect prediction models Technical Papers Yuxiang Gao Jiangsu Normal University, Yi Zhu Jiangsu Normal University, Qiao YU Jiangsu Normal University Pre-print
04:04 7m Talk		Problems and Solutions in Applying Continuous Integration and Delivery to 20 Open-Source Cyber-Physical Systems Technical Papers Fiorella Zampetti University of Sannio, Italy, Vittoria Nardone University of Sannio, Massimiliano Di Penta University of Sannio, Italy
04:11 7m Talk		To Type or Not to Type? A Systematic Comparison of the Software Quality of JavaScript and TypeScript Applications on GitHub Technical Papers Justus Bogner University of Stuttgart, Institute of Software Engineering, Empirical Software Engineering Group, Manuel Merkel University of Stuttgart Pre-print
04:18 7m Talk		Using Bandit Algorithms for Selecting Feature Reduction Techniques in Software Defect Prediction Technical Papers Masateru Tsunoda Kindai University, Akito Monden Okayama University, Koji Toda Fukuoka Institute of Technology, Amjed Tahir Massey University, Kwabena Ebo Bennin Wageningen University and Research, Keitaro Nakasai National Institute of Technology, Kagoshima College, Masataka Nagura Nanzan University, Kenichi Matsumoto Nara Institute of Science and Technology Pre-print
04:25 4m Talk		Constructing Dataset of Functionally Equivalent Java Methods Using Automated Test Generation Techniques Data and Tool Showcase Track Yoshiki Higo Osaka University, Shinsuke Matsumoto Osaka University, Shinji Kusumoto Osaka University, Kazuya Yasuda Hitachi, Ltd. Media Attached
04:29 7m Talk		Extracting corrective actions from code repositories Industry Track Yegor Bugayenko Huawei, Kirill Daniakin Innopolis University, Mirko Farina Innopolis University, Firas Jolha Innopolis University, Artem Kruglov Innopolis University, Witold Pedrycz University of Alberta, Giancarlo Succi Innopolis University
04:36 14m Live Q&A		Discussions and Q&A Technical Papers

11:00 - 11:50	Session 15: Collaboration & Open SourceRegistered Reports / Data and Tool Showcase Track / Technical Papers / Industry Track at MSR Main room - odd hours Chair(s): Massimiliano Di Penta University of Sannio, Italy, Fiorella Zampetti University of Sannio, Italy

11:00 7m Talk		Code Review Practices for Refactoring Changes: An Empirical Study on OpenStack Technical Papers Eman Abdullah AlOmar Stevens Institute of Technology, Moataz Chouchen ETS, Mohamed Wiem Mkaouer Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec Pre-print
11:07 4m Talk		FixJS: A Dataset of Bug-fixing JavaScript Commits Data and Tool Showcase Track Viktor Csuvik Department of Software Engineering, MTA-SZTE Research Group on Artificial Intelligence, University of Szeged, Szeged, Hungary, László Vidács University of Szeged, Hungary File Attached
11:11 4m Talk		A Time Series-Based Dataset of Open-Source Software Evolution Data and Tool Showcase Track Bruno L. Sousa UFMG, Mariza Bigonha Professor at Federal University of Minas Gerais, Kecia A. M. Ferreira CEFET-MG, Glaura C. Franco UFMG DOI Pre-print Media Attached
11:15 4m Talk		LAGOON: An Analysis Tool for Open Source Communities Data and Tool Showcase Track Sourya Dey Galois, Inc., Walt Woods Galois, Inc. Pre-print Media Attached
11:19 4m Talk		A Versatile Dataset of Agile Open Source Software Projects Data and Tool Showcase Track Vali Tawosi University College London, Afnan Al-Subaihin University College London, Rebecca Moussa University College London, Federica Sarro University College London Link to publication DOI Pre-print Media Attached
11:23 7m Talk		Automatically Prioritizing and Assigning Tasks from Code Repositories in Puzzle Driven Development Industry Track Ayomide Bakare Innopolis University, Yegor Bugayenko Huawei, Arina Cheverda Innopolis University, Mirko Farina Innopolis University, Artem Kruglov Innopolis University, Witold Pedrycz University of Alberta, Giancarlo Succi Innopolis University
11:30 4m Talk		Towards Understanding Barriers and Mitigation Strategies of Software Engineers with Non-traditional Educational and Occupational Backgrounds Registered Reports Tavian Barnes University of Waterloo, Ken Jen Lee University of Waterloo, Cristina Tavares University of Waterloo, Gema Rodríguez-Pérez University of British Columbia (UBC), Mei Nagappan University of Waterloo Pre-print
11:34 4m Talk		Can instability variations warn developers when open-source projects boost? Registered Reports Alejandro Valezate Rey Juan Carlos University, Rafael Capilla Universidad Rey Juan Carlos, Gregorio Robles Universidad Rey Juan Carlos, Victor Salamanca Rey Juan Carlos University Pre-print
11:38 12m Live Q&A		Discussions and Q&A Technical Papers

14:00 - 15:00	Session 16: Non-functional Properties (Availability, Security, Legal Aspects)Industry Track / Technical Papers / Registered Reports / Data and Tool Showcase Track at MSR Main room - even hours Chair(s): Maxime Lamothe Polytechnique Montreal, Montreal, Canada, Jin L.C. Guo McGill University

14:00 7m Talk		A Deep Study of the Effects and Fixes of Server-Side Request Races in Web Applications Technical Papers Zhengyi Qiu North Carolina State University, Shudi Shao North Carolina State University, Qi Zhao North Carolina State University, Hassan Ali Khan North Carolina State University, Xinning Hui North Carolina State University, Guoliang Jin North Carolina State University Media Attached
14:07 4m Talk		A Large-scale Dataset of (Open Source) License Text VariantsData and Tool Showcase Award Data and Tool Showcase Track Stefano Zacchiroli Télécom Paris, Polytechnic Institute of Paris DOI Pre-print
14:11 7m Talk		SECOM: Towards a convention for security commit messagesFOSS Impact Paper Award Industry Track Sofia Reis Instituto Superior Técnico, U. Lisboa & INESC-ID, Rui Abreu Faculty of Engineering, University of Porto, Portugal, Hakan Erdogmus Carnegie Mellon University, Corina S. Păsăreanu Carnegie Mellon University Pre-print
14:18 7m Talk		Varangian: A Git Bot for Augmented Static Analysis Industry Track Saurabh Pujar IBM Research, Yunhui Zheng IBM Research, Luca Buratti IBM Research, Burn Lewis IBM Research, Alessandro Morari IBM Research, Jim A. Laredo IBM Research, Kevin Postlethwait Red Hat, Christoph Görn Red Hat
14:25 7m Talk		Detecting Privacy-Sensitive Code Changes with Language Modeling Industry Track Gökalp Demirci Meta Platforms, Inc., Vijayaraghavan Murali Meta Platforms, Inc., Imad Ahmad Meta Platforms, Inc., Rajeev Rao Meta Platforms, Inc., Gareth Ari Aye Meta Platforms, Inc.
14:32 4m Talk		Is GitHub's Copilot as Bad As Humans at Introducing Vulnerabilities in Code? Registered Reports Owura Asare University of Waterloo, Mei Nagappan University of Waterloo, N. Asokan University of Waterloo Pre-print
14:36 7m Talk		Finding the Fun in Fundraising: Public Issues and Pull Requests in VC-backed Open-Core Companies Industry Track Kevin Xu GitHub
14:43 17m Live Q&A		Discussions and Q&A Technical Papers

Mon 23 May
Displayed time zone: Eastern Time (US & Canada) change

	15:30 - 17:00	Networking & Poster SessionTechnical Papers at Room 315+316 Chair(s): Miikka Kuutila University of Oulu The following are the registered posters: Kristiina Rahkema, Dietmar Pfahl – Dataset: Dependency Networks of Open Source Libraries Available Through CocoaPods, Carthage and Swift PM Ruben Opdebeeck, Ahmed Zerouali, Coen De Roover – Smelly Variables in Ansible Infrastructure Code: Detection, Prevalence, and Lifetime Clara Marie Lüders, Abir Bouraffa, Walid Maalej – Beyond Duplicates: Towards Understanding and Predicting Link Types in Issue Tracking Systems Johannes Härtel, Ralf Laemmel – Operationalizing Threats to MSR Studies by Simulation-Based Testing Michael Schlichtig, Anna-Katharina Wickert, Stefan Krüger, Eric Bodden, Mira Mezini – CamBench - Cryptographic API Misuse Detection Tool Benchmark Suite Sourya Dey, Walt Woods – LAGOON: An Analysis Tool for Open Source Communities Cedric Richter, Heike Wehrheim – TSSB-3M: Mining single statement bugs at massive scale Tatiana Castro Velez, Raffi Khatchadourian, Mehdi Bagherzadeh, Anita Raja – Challenges in Migrating Imperative Deep Learning Programs to Graph Execution: An Empirical Study Rahul Yedida, Tim Menzies – How to Improve Deep Learning for Software Analytics (a case study with code smell detection) Suvodeep Majumder, Tianpei Xia, Rahul Krishna, Tim Menzies – Methods for Stabilizing Models across Large Samples of Projects (with case studies on Predicting Defect and Project Health) Anirudh Ramchandran, Likang Yin, Vladimir Filkov – Exploring Apache Incubator Project Trajectories with APEX Nikitha Rao, Jason Tsay, Martin Hirzel, Vincent J. Hellendoorn – Comments on Comments: Where Code Review and Documentation Meet Kimberly Truong, Courtney Miller, Bogdan Vasilescu, Christian Kästner – The Unsolvable Problem or the Unheard Answer? A Dataset of 24,669 Open-Source Software Conference Talks Anthony Peruma, Eman Abdullah AlOmar, Christian D. Newman, Mohamed Wiem Mkaouer, Ali Ouni – Refactoring Debt: Myth or Reality? An Exploratory Study on the Relationship Between Technical Debt and Refactoring

Tue 24 May
Displayed time zone: Eastern Time (US & Canada) change

Accepted Papers

	Title
	A Culture of Productivity: Maximizing Productivity by Maximizing Wellbeing Industry Track Brian Houck
	Automatically Prioritizing and Assigning Tasks from Code Repositories in Puzzle Driven Development Industry Track Ayomide Bakare, Yegor Bugayenko, Arina Cheverda, Mirko Farina, Artem Kruglov, Witold Pedrycz, Giancarlo Succi
	Challenges and Future Research Direction for Microtask Programming in Industry Industry Track Masanari Kondo, Shinobu Saito, IIMURA Yukako, Eunjong Choi, Osamu Mizuno, Yasutaka Kamei, Naoyasu Ubayashi DOI Pre-print Media Attached
	Detecting Privacy-Sensitive Code Changes with Language Modeling Industry Track Gökalp Demirci, Vijayaraghavan Murali, Imad Ahmad, Rajeev Rao, Gareth Ari Aye
	Extracting corrective actions from code repositories Industry Track Yegor Bugayenko, Kirill Daniakin, Mirko Farina, Firas Jolha, Artem Kruglov, Witold Pedrycz, Giancarlo Succi
	Finding the Fun in Fundraising: Public Issues and Pull Requests in VC-backed Open-Core Companies Industry Track Kevin Xu
	Improved Business Outcomes from Cloud Applications – using Integrated Process and Runtime Product Data Mining Industry Track Mahesh Venkataraman, Reuben George, Jeff Wilkinson
	Improve Quality of Cloud Serverless Architectures through Software Repository Mining Industry Track Mallika Fernandes, Rohit Patwardhan
	Microsoft CloudMine: Data Mining for the Executive Order on Improving the Nation’s Cybersecurity Industry Track Kim Herzig, Luke Gostling, Maximilian Grothusmann, Nora Huang, Sascha Just, Alan Klimowski, Yashasvini Ramkumar, Myles McLeroy, Kıvanç Muşlu, Hitesh Sajnani, Varsha Vadaga
	Real-World Clone-Detection in Go Industry Track Qinyun Wu, Huan Song, Ping Yang
	SECOM: Towards a convention for security commit messagesFOSS Impact Paper Award Industry Track Sofia Reis, Rui Abreu, Hakan Erdogmus, Corina S. Păsăreanu Pre-print
	Starting the InnerSource Journey: Key Goals and Metrics to Measure Collaboration Industry Track Daniel Izquierdo-Cortazar, Jesús Alonso-Gutiérrez, Alberto Pérez García-Plaza, Gregorio Robles, Jesus M. Gonzalez-Barahona Pre-print Media Attached
	Varangian: A Git Bot for Augmented Static Analysis Industry Track Saurabh Pujar, Yunhui Zheng, Luca Buratti, Burn Lewis, Alessandro Morari, Jim A. Laredo, Kevin Postlethwait, Christoph Görn

Call for Papers

The MSR 2022 Industry Track is the venue to present and learn about the opportunities, challenges, and cutting-edge technology related to using data from software repositories in practice. For a long time, academic researchers in software engineering have been looking to learn and collaborate with practitioners. Our goal for the new Industry Track is to be the space for a productive dialogue between software engineering researchers and practitioners, particularly those building tools for other software professionals.

In this first edition of the Industry Track, we are looking to minimize the known barriers to industry participation in software engineering research conferences. We invite practitioners to submit an abstract, maximum 1 page long, outlining a talk or a poster presentation.

We are soliciting abstracts in two categories:

Problems: the talk outlines a single problem in an industrial context that could be addressed by using data from software repositories.
Solutions: the talk reports on a data-driven tool or technique in practice, based on data from software repositories, that the authors have built or are working on.

Submission Format

A one-page PDF file containing the title, speaker names, their industrial affiliations, and the outline of the talk or poster. At the submission stage, we are not requiring any particular template. The authors of accepted submissions may choose to have their abstract published in the conference proceedings. In that case, we will provide a template.

Evaluation Criteria

We will evaluate submissions from practitioners based on relevance and clarity of the description of the problem, solution, or lessons learned along with the context. The submissions should be relevant to the application of data science, machine learning, and artificial intelligence to software engineering tools and processes in practice.

The submission deadline is Wednesday, February 16, 2022.

The authors of all submissions will be notified of acceptance by March 8th, 2022.

Submission

https://msr2022-industry.hotcrp.com/

Accepted Papers

The official publication date is the date the proceedings are made available in the ACM or IEEE Digital Libraries. This date may be up to two weeks prior to the first day of the ICSE 2022. The official publication date affects the deadline for any patent filings related to published work.
Purchases of additional pages in the proceedings is not allowed.

22:00 - 22:50	Session 1Technical Papers / Registered Reports at MSR Main room - even hours Chair(s): Hongyu Zhang University of Newcastle, Masud Rahman Dalhousie University

22:00 4m Short-paper		An Empirical Evaluation of GitHub Copilot’s Code Suggestions Technical Papers Nhan Nguyen University of Alberta, Sarah Nadi University of Alberta DOI Pre-print
22:04 4m Short-paper		Comments on Comments: Where Code Review and Documentation Meet Technical Papers Nikitha Rao Carnegie Mellon University, Jason Tsay IBM Research, Martin Hirzel IBM Research, Vincent J. Hellendoorn Carnegie Mellon University DOI Pre-print File Attached
22:08 7m Talk		Does This Apply to Me? An Empirical Study of Technical Context in Stack Overflow Technical Papers Akalanka Galappaththi University of Alberta, Sarah Nadi University of Alberta, Christoph Treude University of Melbourne DOI Pre-print Media Attached
22:15 7m Talk		Towards Reliable Agile Iterative Planning via Predicting Documentation Changes of Work Items Technical Papers Jirat Pasuksmit University of Melbourne, Patanamon Thongtanunam University of Melbourne, Shanika Karunasekera The University of Melbourne
22:22 7m Talk		BotHunter: An Approach to Detect Software Bots in GitHub Technical Papers Ahmad Abdellatif Concordia University, Mairieli Wessel Delft University of Technology, Igor Steinmacher Northern Arizona University, Marco Gerosa Northern Arizona University, USA, Emad Shihab Concordia University Pre-print
22:29 7m Talk		Recommending Code Improvements Based on Stack Overflow Answer Edits Registered Reports Chaiyong Ragkhitwetsagul Mahidol University, Thailand, Matheus Paixao University of Fortaleza Pre-print
22:36 14m Live Q&A		Discussions and Q&A Technical Papers

12:00 - 12:50	Mining ChallengeMining Challenge / Technical Papers at MSR Main room - even hours Chair(s): Steffen Herbold TU Clausthal

12:00 4m Talk		An Exploratory Study on Refactoring Documentation in Issues Handling Mining Challenge Eman Abdullah AlOmar Stevens Institute of Technology, Anthony Peruma Rochester Institute of Technology, Mohamed Wiem Mkaouer Rochester Institute of Technology, Christian D. Newman Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec Pre-print
12:04 4m Talk		Between JIRA and GitHub: ASFBot and its Influence on Human Comments in Issue Trackers Mining Challenge Ambarish Moharil Eindhoven University of Technology, Dmitrii Orlov Eindhoven University of Technology, Samar Jameel Eindhoven University of Technology, Tristan Trouwen Eindhoven University of Technology, Nathan Cassee Eindhoven University of Technology, Alexander Serebrenik Eindhoven University of Technology Pre-print
12:08 4m Talk		Is Refactoring Always a Good Egg? Exploring the Interconnection Between Bugs and Refactorings Mining Challenge Amirreza Bagheri University of Szeged, Peter Hegedus University of Szeged File Attached
12:12 4m Talk		On the Co-Occurrence of Refactoring of Test and Source Code Mining Challenge Nicholas Nagy Concordia University, Rabe Abdalkareem Carleton University Pre-print Media Attached
12:16 4m Talk		Refactoring Debt: Myth or Reality? An Exploratory Study on the Relationship Between Technical Debt and RefactoringBest Mining Challenge Paper Award Mining Challenge Anthony Peruma Rochester Institute of Technology, Eman Abdullah AlOmar Stevens Institute of Technology, Christian D. Newman Rochester Institute of Technology, Mohamed Wiem Mkaouer Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec Pre-print Media Attached
12:20 4m Talk		Studying the Impact of Continuous Delivery Adoption on Bug-Fixing Time in Apache’s Open-Source Projects Mining Challenge Carlos Diego Andrade de Almeida Federal University of Ceará, Diego N. Feijó Federal University of Ceará, Lincoln Rocha Federal University of Ceará Media Attached
12:24 4m Talk		Which bugs are missed in code reviews: An empirical study on SmartSHARK dataset Mining Challenge fatemeh khoshnoud Department of Computer Science and Engineering and IT; School of Electrical and Computer Engineering, Shiraz University, Ali Rezaei Nasab Department of Computer Science and Engineering and IT; School of Electrical and Computer Engineering, Shiraz University, Zahra Toudeji Department of Computer Science and Engineering and IT; School of Electrical and Computer Engineering, Shiraz University, Ashkan Sami Shiraz University
12:28 22m Live Q&A		Discussions and Q&A Technical Papers

13:00 - 13:50	Session 4: Software Quality (Bugs & Smells)Data and Tool Showcase Track / Technical Papers at MSR Main room - odd hours Chair(s): Maxime Lamothe Polytechnique Montreal, Montreal, Canada, Mahmoud Alfadel University of Waterloo

13:00 7m Talk		Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue Technical Papers Rui Shu North Carolina State University, Tianpei Xia North Carolina State University, Laurie Williams North Carolina State University, Tim Menzies North Carolina State University
13:07 7m Talk		To What Extent do Deep Learning-based Code Recommenders Generate Predictions by Cloning Code from the Training Set? Technical Papers Matteo Ciniselli Università della Svizzera Italiana, Luca Pascarella Università della Svizzera italiana (USI), Gabriele Bavota Software Institute, USI Università della Svizzera italiana Pre-print
13:14 7m Talk		How to Improve Deep Learning for Software Analytics (a case study with code smell detection) Technical Papers Rahul Yedida , Tim Menzies North Carolina State University Pre-print
13:21 7m Talk		Using Active Learning to Find High-Fidelity Builds Technical Papers Harshitha Menon Lawrence Livermore National Lab, Konstantinos Parasyris Lawrence Livermore National Laboratory, Todd Gamblin Lawrence Livermore National Laboratory, Tom Scogland Lawrence Livermore National Laboratory Pre-print
13:28 4m Talk		ApacheJIT: A Large Dataset for Just-In-Time Defect Prediction Data and Tool Showcase Track Hossein Keshavarz David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, ON, Canada, Mei Nagappan University of Waterloo Pre-print
13:32 4m Talk		ReCover: a Curated Dataset for Regression Testing Research Data and Tool Showcase Track Francesco Altiero Università degli Studi di Napoli Federico II, Anna Corazza Università degli Studi di Napoli Federico II, Sergio Di Martino Università degli Studi di Napoli Federico II, Adriano Peron Università degli Studi di Napoli Federico II, Luigi Libero Lucio Starace Università degli Studi di Napoli Federico II
13:36 14m Live Q&A		Discussions and Q&A Technical Papers

13:00 - 13:50	Tutorial: Empirical Standards for Repository MiningTutorials at MSR Tutorials room

13:00 50m Tutorial		Empirical Standards for Repository Mining Tutorials Paul Ralph Dalhousie University, Tushar Sharma Dalhousie University, Preetha Chatterjee Drexel University, USA Pre-print

14:00 - 14:50	Session 5: Communication & Domains Data and Tool Showcase Track / Technical Papers at MSR Main room - even hours Chair(s): Masud Rahman Dalhousie University, Mahmoud Alfadel University of Waterloo

14:00 7m Talk		Painting the Landscape of Automotive Software in GitHub Technical Papers Sangeeth Kochanthara Eindhoven University of Technology, Yanja Dajsuren Eindhoven University of Technology, Loek Cleophas Eindhoven University of Technology (TU/e) and Stellenbosch University (SU), Mark van den Brand Eindhoven University of Technology Pre-print Media Attached
14:07 7m Full-paper		Mining the Usage of Reactive Programming APIs: A Study on GitHub and Stack Overflow Technical Papers Carlos Zimmerle Federal University of Pernambuco, Kiev Gama Federal University of Pernambuco, Fernando Castor Utrecht University & Federal University of Pernambuco, José Murilo Filho Federal University of Pernambuco DOI Pre-print
14:14 4m Talk		SoCCMiner: A Source Code-Comments and Comment-Context Miner Data and Tool Showcase Track Murali Sridharan University of Oulu, Mika Mäntylä University of Oulu, Maëlick Claes University of Oulu, Leevi Rantala University of Oulu Pre-print
14:18 4m Talk		SLNET: A Redistributable Corpus of 3rd-party Simulink Models Data and Tool Showcase Track Sohil Lal Shrestha The University of Texas at Arlington, Shafiul Azam Chowdhury University of Texas at Arlington, Christoph Csallner University of Texas at Arlington DOI Pre-print Media Attached
14:22 4m Talk		SOSum: A Dataset of Stack Overflow Post Summaries Data and Tool Showcase Track Bonan Kou Purdue University, Yifeng Di Purdue University, Muhao Chen University of Southern California, Tianyi Zhang Purdue University
14:26 4m Talk		Inspect4py: A Knowledge Extraction Framework for Python Code Repositories Data and Tool Showcase Track Rosa Filgueira St. Andrews University, Daniel Garijo Universidad Politécnica de Madrid
14:30 4m Talk		DISCO: A Dataset of Discord Chat Conversations for Software Engineering Research Data and Tool Showcase Track Keerthana Muthu Subash Carleton University, Canada, Lakshmi Prasanna Kumar Carleton University, Canada, Sri Lakshmi Vadlamani Carleton University, Canada, Preetha Chatterjee Drexel University, USA, Olga Baysal Carleton University DOI Pre-print Media Attached
14:34 16m Live Q&A		Discussions and Q&A Technical Papers

Industry TrackMSR 2022

Tue 17 May
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Wed 18 May
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Thu 19 May
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Fri 20 May
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Mon 23 May
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Tue 24 May
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Accepted Papers

Call for Papers

Submission Format

Evaluation Criteria

Submission

Accepted Papers

Vladimir KovalenkoIndustry Co-Chair

JetBrains Research

Netherlands

Mei NagappanIndustry Co-Chair

University of Waterloo

Canada

Tracks

	20:00 - 20:50	MSR 2022 OpeningTechnical Papers / Shadow PC / Hackathon / FOSS Award / MSR Awards / Mining Challenge / Registered Reports / Keynotes / Industry Track / MIP Award / Tutorials / Vision and Reflection / Data and Tool Showcase Track at MSR Plenary room

	21:00 - 21:50	Newcomer Orientation ITechnical Papers / Shadow PC / Hackathon / FOSS Award / MSR Awards / Mining Challenge / Registered Reports / Keynotes / Industry Track / MIP Award / Tutorials / Vision and Reflection / Data and Tool Showcase Track at MSR Newcomer Orientation room Chair(s): Yuan Tian Queens University, Kingston, Canada, Gias Uddin University of Calgary, Canada Mentors: Bram Adams, Fatemeh Fard, Li Li, Ali Ouni, Tianyi Zhang

	04:00 - 04:50	Newcomer Orientation IITechnical Papers at MSR Newcomer Orientation room Chair(s): Tegawendé F. Bissyandé SnT, University of Luxembourg, Chaiyong Rakhitwetsagul Mahidol University, Thailand Mentors: Bodin Chinthanet, Raula Gaikovina Kula, Christoph Treude, Xin Xia

	11:00 - 11:50	Keynote: Christian Kästner – From Models to Systems: Rethinking the Role of Software Engineering for Machine LearningTechnical Papers at MSR Plenary room Chair(s): Nicole Novielli University of Bari

14:00 - 14:50	Tutorial: Mining the Ethereum Blockchain PlatformTutorials at MSR Tutorials room

14:00 50m Tutorial		Mining the Ethereum Blockchain Platform: Best Practices and Pitfalls Tutorials Gustavo A. Oliva Queen's University

20:00 - 20:50	Session 6: Maintenance & TestingData and Tool Showcase Track / Technical Papers at MSR Main room - even hours Chair(s): Ajay Jha University of Alberta, Amjed Tahir Massey University

20:00 4m Short-paper		Characterizing High-Quality Test Methods: A First Empirical Study Technical Papers Victor Veloso UFMG, Andre Hora UFMG Pre-print
20:04 7m Talk		CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning Technical Papers Mohammad Reza Taesiri University of Alberta, Finlay Macklon University of Alberta, Cor-Paul Bezemer University of Alberta
20:11 7m Talk		An Empirical Study on Maintainable Method Size in Java Technical Papers Shaiful Chowdhury University of Alberta, Gias Uddin University of Calgary, Canada, Reid Holmes University of British Columbia
20:18 7m Talk		Complex Python Features in the Wild Technical Papers Yi Yang Rensselaer Polytechnic Institute, Ana Milanova Rensselaer Polytechnic Institute, Martin Hirzel IBM Research
20:25 4m Talk		Methods2Test: A dataset of focal methods mapped to test cases Data and Tool Showcase Track Michele Tufano Microsoft, Shao Kun Deng Microsoft Corporation, Neel Sundaresan Microsoft Corporation, Alexey Svyatkovskiy
20:29 4m Talk		npm-filter: Automating the mining of dynamic information from npm packages Data and Tool Showcase Track Ellen Arteca Northeastern University, Alexi Turcotte Northeastern University Pre-print Media Attached
20:33 4m Talk		ManyTypes4TypeScript: A Comprehensive TypeScript Dataset for Sequence-Based Type Inference Data and Tool Showcase Track Kevin Jesse University of California, Davis, Prem Devanbu Department of Computer Science, University of California, Davis DOI Pre-print
20:37 13m Live Q&A		Discussions and Q&A Technical Papers

03:00 - 03:50	Session 8: Large-Scale Mining & Software EcosystemsTechnical Papers / Data and Tool Showcase Track at MSR Main room - odd hours Chair(s): Fiorella Zampetti University of Sannio, Italy, Gregorio Robles Universidad Rey Juan Carlos

03:00 7m Talk		An Empirical Study on the Survival Rate of GitHub Projects Technical Papers Adem Ait IN3 - UOC, Javier Luis Cánovas Izquierdo IN3 - UOC, Jordi Cabot Open University of Catalonia, Spain Pre-print
03:07 7m Talk		A Large-Scale Comparison of Python Code in Jupyter Notebooks and ScriptsDistinguished Paper Award Technical Papers Konstantin Grotov JetBrains Research, ITMO University, Sergey Titov JetBrains Research, Vladimir Sotnikov JetBrains Research, Yaroslav Golubev JetBrains Research, Timofey Bryksin JetBrains Research; HSE University DOI Pre-print
03:14 7m Talk		Do Customized Android Frameworks Keep Pace with Android? Technical Papers Pei Liu Monash University, Mattia Fazzini University of Minnesota, John Grundy Monash University, Li Li Monash University
03:21 4m Talk		Lupa: A Platform for Large Scale Analysis of The Progamming Language Usage Data and Tool Showcase Track Anna Vlasova JetBrains Research, Maria Tigina JetBrains Research, ITMO University, Ilya Vlasov Saint Petersburg State University, Anastasiia Birillo JetBrains Research, Yaroslav Golubev JetBrains Research, Timofey Bryksin JetBrains Research; HSE University DOI Pre-print
03:25 4m Talk		GitDelver Enterprise Dataset (GDED): An Industrial Closed-source Dataset for Socio-Technical Research Data and Tool Showcase Track Nicolas Riquet University of Namur, Xavier Devroey University of Namur, Benoît Vanderose University of Namur Pre-print
03:29 4m Talk		DaSEA – A Dataset for Software Ecosystem Analysis Data and Tool Showcase Track Petya Buchkova IT University of Copenhagen, Joakim Hey Hinnerskov IT University of Copenhagen, Kasper Olsen IT University of Copenhagen, Rolf-Helge Pfeiffer IT University of Copenhagen Pre-print Media Attached
03:33 4m Talk		Dataset: Dependency Networks of Open Source Libraries Available Through CocoaPods, Carthage and Swift PM Data and Tool Showcase Track Kristiina Rahkema University of Tartu, Dietmar Pfahl University of Tartu Pre-print Media Attached
03:37 13m Live Q&A		Discussions and Q&A Technical Papers

05:00 - 05:50	Session 10: SecurityTechnical Papers / Data and Tool Showcase Track / Registered Reports at MSR Main room - odd hours Chair(s): Triet Le The University of Adelaide

05:00 4m Short-paper		WeakSATD: detecting weak self-admitted technical debt Technical Papers Barbara Russo Free University of Bolzano, Matteo Camilli Free University of Bozen-Bolzano, Moritz Mock Free University of Bolzano DOI Pre-print Media Attached
05:04 7m Talk		LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries Technical Papers Wei Tang Tsinghua University, Yanlin Wang Microsoft Research, Hongyu Zhang University of Newcastle, Shi Han Microsoft Research, Ping Luo Tsinghua University, Dongmei Zhang Microsoft Research Pre-print
05:11 7m Talk		Noisy Label Learning for Security Defects Technical Papers Roland Croft The University of Adelaide, Muhammad Ali Babar University of Adelaide, Huaming Chen The University of Adelaide
05:18 4m Talk		Vul4J: A Dataset of Reproducible Java Vulnerabilities Geared Towards the Study of Program Repair TechniquesData and Tool Showcase Award Data and Tool Showcase Track Quang-Cuong Bui Hamburg University of Technology, Riccardo Scandariato Hamburg University of Technology, Nicolás E. Díaz Ferreyra Hamburg University of Technology Pre-print Media Attached
05:22 4m Talk		AndroOBFS: Time-tagged Obfuscated Android Malware Dataset with Family Information Data and Tool Showcase Track Saurabh Kumar Indian Institute of Technology Kanpur, Debadatta Mishra , Biswabandan Panda Indian Institute of Technology Bombay, Sandeep K. Shukla Indian Institute of Technology Kanpur DOI Pre-print Media Attached
05:26 4m Talk		TriggerZoo: A Dataset of Android Applications Automatically Infected with Logic Bombs Data and Tool Showcase Track Jordan Samhi University of Luxembourg, Tegawendé F. Bissyandé SnT, University of Luxembourg, Jacques Klein University of Luxembourg DOI Pre-print Media Attached
05:30 4m Talk		CamBench - Cryptographic API Misuse Detection Tool Benchmark Suite Registered Reports Michael Schlichtig Heinz Nixdorf Institute at Paderborn University, Anna-Katharina Wickert TU Darmstadt, Germany, Stefan Krüger Independent Researcher, Eric Bodden University of Paderborn; Fraunhofer IEM, Mira Mezini TU Darmstadt Pre-print
05:34 16m Live Q&A		Discussions and Q&A Technical Papers

	10:00 - 10:50	Virtual CoffeeTechnical Papers at MSR Main room - even hours This session will be for informal conversations on Midspace.

11:00 - 11:50	Session 11: Machine Learning & Information RetrievalTechnical Papers at MSR Main room - odd hours Chair(s): Phuong T. Nguyen University of L’Aquila

11:00 4m Short-paper		On the Naturalness of Fuzzer Generated Code Technical Papers Rajeswari Hita Kambhamettu Carnegie Mellon University, John Billos Wake Forest University, Carolyn "Tomi" Oluwaseun-Apo Pennsylvania State University, Benjamin Gafford Carnegie Mellon University, Rohan Padhye Carnegie Mellon University, Vincent J. Hellendoorn Carnegie Mellon University
11:04 7m Talk		Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes Technical Papers Jingzhi Gong Loughborough University, Tao Chen Loughborough University DOI Pre-print Media Attached
11:11 7m Talk		Multimodal Recommendation of Messenger Channels Technical Papers Ekaterina Koshchenko JetBrains Research, Egor Klimov JetBrains Research, Vladimir Kovalenko JetBrains Research
11:18 7m Talk		Senatus: A Fast and Accurate Code-to-Code Recommendation Engine Technical Papers Fran Silavong JP Morgan Chase & Co., Sean Moran JP Morgan Chase & Co., Antonios Georgiadis JP Morgan Chase & Co., Rohan Saphal JP Morgan Chase & Co., Robert Otter JP Morgan Chase & Co. DOI Pre-print Media Attached
11:25 7m Talk		Challenges in Migrating Imperative Deep Learning Programs to Graph Execution: An Empirical Study Technical Papers Tatiana Castro Vélez City University of New York (CUNY) Graduate Center, Raffi Khatchadourian City University of New York (CUNY) Hunter College, Mehdi Bagherzadeh Oakland University, Anita Raja City University of New York (CUNY) Hunter College Pre-print Media Attached
11:32 7m Talk		GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses Technical Papers Wei Ma SnT, University of Luxembourg, Mengjie Zhao LMU Munich, Ezekiel Soremekun SnT, University of Luxembourg, Qiang Hu University of Luxembourg, Jie M. Zhang King's College London, Mike Papadakis University of Luxembourg, Luxembourg, Maxime Cordy University of Luxembourg, Luxembourg, Xiaofei Xie Singapore Management University, Singapore, Yves Le Traon University of Luxembourg, Luxembourg Pre-print
11:39 11m Live Q&A		Discussions and Q&A Technical Papers

12:00 - 12:51	Vision & Reflections Track: PastTechnical Papers at MSR Plenary room Chair(s): Bram Adams Queen's University, Kingston, Ontario, Shaowei Wang University of Manitoba

12:00 10m Talk		Back to the future: Empirical Revolution(s) in Software Engineering Technical Papers Audris Mockus The University of Tennessee
12:10 10m Talk		Engineering the MSR Field and the Joy of Research Technical Papers Ahmed E. Hassan Queen's University
12:20 10m Talk		It's all in your network: How mining developer collaboration allowed us to peer into complex socio-technical aspects of software development Technical Papers Daniela Damian University of Victoria
12:30 21m Other		Discussion Technical Papers

13:00 - 13:51	Vision & Reflections Track: FutureTechnical Papers at MSR Plenary room Chair(s): Bram Adams Queen's University, Kingston, Ontario, Shaowei Wang University of Manitoba

13:00 10m Talk		Bias in MSR research Technical Papers Alexander Serebrenik Eindhoven University of Technology
13:10 10m Talk		The Next Generation of Software Developers Technical Papers Denae Ford Microsoft Research
13:20 10m Talk		Mining Software Repositories in the age of AI Technical Papers Foutse Khomh Polytechnique Montréal
13:30 21m Other		Discussion Technical Papers

14:00 - 14:50	MIP Award SessionMIP Award at MSR Plenary room Chair(s): Massimiliano Di Penta University of Sannio, Italy Most Influential Paper: “GHTorrent: Github’s data from a firehose” by Georgios Gousios and Diomidis Spinellis (MSR 2012) for conceiving and maintaining the GHTorrent archive, extensively leveraged by the MSR community.

14:00 50m Talk		MIP Award Talk MIP Award Georgios Gousios Endor Labs & Delft University of Technology, Diomidis Spinellis Athens University of Economics and Business; Delft University of Technology

20:00 - 20:50	Session 12: Integration & Large-Scale MiningTechnical Papers / Data and Tool Showcase Track at MSR Main room - even hours Chair(s): Jin L.C. Guo McGill University, Amjed Tahir Massey University

20:00 4m Short-paper		Is Open Source Eating the World’s Software? Measuring the Proportion of Open Source in proprietary software using Java Binaries Technical Papers Julius Musseau Mergebase, John Speed Meyers Chainguard, George P. Sieniawski IQT Labs, C. Albert Thompson Ford Motor Company, Daniel M. German University of Victoria
20:04 7m Talk		Mining Code Review Data to Understand Waiting Times Between Acceptance and Merging: An Empirical Analysis Technical Papers Gunnar Kudrjavets University of Groningen, Aditya Kumar Snap, Inc., Nachiappan Nagappan Microsoft Research, Ayushi Rastogi University of Groningen, The Netherlands DOI Pre-print
20:11 7m Talk		Methods for Stabilizing Models across Large Samples of Projects(with case studies on Predicting Defect and Project Health) Technical Papers Suvodeep Majumder North Carolina State University, Tianpei Xia North Carolina State University, Rahul Krishna North Carolina State University, Tim Menzies North Carolina State University Pre-print Media Attached
20:18 7m Talk		Do Small Code Changes Merge Faster? A Multi-Language Empirical Investigation Technical Papers Gunnar Kudrjavets University of Groningen, Nachiappan Nagappan Microsoft Research, Ayushi Rastogi University of Groningen, The Netherlands DOI Pre-print
20:25 7m Talk		FaST: A linear time stack trace alignment heuristic for crash report deduplication Technical Papers Irving Muller Rodrigues Polytechnique Montreal, Montreal, Canada, Daniel Aloise Polytechnique Montreal, Eraldo Rezende Fernandes Leuphana University of Lüneburg DOI Pre-print
20:32 4m Talk		TwinDroid: A Dataset of Android app System call traces and Trace Generation Pipeline Data and Tool Showcase Track Asma Razgallah Université du Québec à Chicoutimi, Canada, Raphael Khoury Université du Québec à Chicoutimi, Canada, Jean-Baptiste Poulet Université du Québec à Chicoutimi, Canada
20:36 14m Live Q&A		Discussions and Q&A Technical Papers

22:00 - 22:50	Foundational Contribution Award SessionTechnical Papers at MSR Plenary room Chair(s): Miryung Kim University of California at Los Angeles, USA

22:00 50m Awards		MSR Foundational Contribution Award Technical Papers Dongmei Zhang Microsoft Research, Tao Xie Peking University

	05:00 - 05:30	Closing Session of Virtual MSR 2022 + Introduction of MSR 2023Technical Papers at MSR Plenary room Speakers: David Lo, Shane McIntosh, Nicole Novielli, Emad Shihab

	10:00 - 10:50	Shadow PC RetrospectiveTechnical Papers at MSR Main room - even hours Chair(s): Eleni Constantinou Eindhoven University of Technology, Sarah Nadi University of Alberta Closed to Shadow PC Members.

12:00 - 12:50	Tutorial: Using Datalore for Reproducible ResearchTutorials at MSR Main room - odd hours

12:00 50m Tutorial		Using Datalore for Reproducible Research Tutorials Jodie Burchell JetBrains

13:00 - 13:50	HackathonHackathon / Technical Papers at MSR Main room - odd hours Chair(s): Gregorio Robles Universidad Rey Juan Carlos, Jesus M. Gonzalez-Barahona Universidad Rey Juan Carlos, Maëlick Claes University of Oulu

13:00 5m Talk		Bot Detection in GitHub Repositories Hackathon Natarajan Chidambaram University of Mons, Pooya Rostami Mazrae University of Mons DOI Pre-print
13:05 5m Talk		GitRank: A Framework to Rank GitHub Repositories Hackathon Niranjan Hasabnis Intel Labs Pre-print Media Attached
13:10 5m Talk		GrimoireLab Maintenance and Evolution Hackathon Willem Meijer University of Groningen, David Visscher University of Groningen, Erwin de Haan University of Groningen, Merijn Schröder University of Groningen, Leon Visscher University of Groningen, Andrea Capiluppi University of Groningen, Ioan Botez University of Groningen Link to publication DOI Pre-print Media Attached
13:15 5m Talk		OpenSSL 3.0.0: An exploratory case study Hackathon James Walden Northern Kentucky University Pre-print
13:20 5m Talk		Quid Pro Quo: An Exploration of Reciprocity in Code Review Hackathon Carlos Gavidia-Calderon The Open University, UK, DongGyun Han Singapore Management University, Amel Bennaceur The Open University Pre-print Media Attached
13:25 5m Talk		Replicating Data Pipelines with GrimoireLab Hackathon Kalvin Eng University of Alberta, Hareem Sahar University of Alberta Pre-print
13:30 20m Live Q&A		Discussions and Q&A Technical Papers

13:00 - 13:50	Tutorial: Software Bots in Software Engineering: Benefits and ChallengesTutorials at MSR Tutorials room

13:00 50m Tutorial		Software Bots in Software Engineering: Benefits and Challenges Tutorials Mairieli Wessel Delft University of Technology, Marco Gerosa Northern Arizona University, USA, Emad Shihab Concordia University

Industry TrackMSR 2022

Program Display Configuration

Tue 17 MayDisplayed time zone: Eastern Time (US & Canada) change

Wed 18 MayDisplayed time zone: Eastern Time (US & Canada) change

Thu 19 MayDisplayed time zone: Eastern Time (US & Canada) change

Fri 20 MayDisplayed time zone: Eastern Time (US & Canada) change

Mon 23 MayDisplayed time zone: Eastern Time (US & Canada) change

Tue 24 MayDisplayed time zone: Eastern Time (US & Canada) change

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Accepted Papers

Call for Papers

Submission Format

Evaluation Criteria

Submission

Accepted Papers

Vladimir KovalenkoIndustry Co-Chair

JetBrains Research

Netherlands

Mei NagappanIndustry Co-Chair

University of Waterloo

Canada

Tue 17 May
Displayed time zone: Eastern Time (US & Canada) change

Wed 18 May
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Thu 19 May
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Fri 20 May
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Mon 23 May
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Tue 24 May
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09:00 - 10:30	In-Person MSR Opening, Keynote and MIP SessionTechnical Papers / MIP Award at Room 315+316 Chair(s): David Lo Singapore Management University

09:00 20m Talk		In-Person MSR 2022 Opening Session Technical Papers David Lo Singapore Management University, Shane McIntosh University of Waterloo, Nicole Novielli University of Bari
09:20 35m Keynote		From Models to Systems: Rethinking the Role of Software Engineering for Machine Learning Technical Papers Christian Kästner Carnegie Mellon University
09:55 35m Talk		MIP Award Talk MIP Award Georgios Gousios Endor Labs & Delft University of Technology, Diomidis Spinellis Athens University of Economics and Business; Delft University of Technology

11:00 - 12:30	Blended Technical Session 1 (Integration, Large-scale mining, and Software Ecosystems)Technical Papers / Data and Tool Showcase Track at Room 315+316 Chair(s): Bogdan Vasilescu Carnegie Mellon University, USA

11:00 15m Talk		Do Small Code Changes Merge Faster? A Multi-Language Empirical Investigation Technical Papers Gunnar Kudrjavets University of Groningen, Nachiappan Nagappan Microsoft Research, Ayushi Rastogi University of Groningen, The Netherlands DOI Pre-print
11:15 15m Talk		Mining Code Review Data to Understand Waiting Times Between Acceptance and Merging: An Empirical Analysis Technical Papers Gunnar Kudrjavets University of Groningen, Aditya Kumar Snap, Inc., Nachiappan Nagappan Microsoft Research, Ayushi Rastogi University of Groningen, The Netherlands DOI Pre-print
11:30 8m Talk		Dataset: Dependency Networks of Open Source Libraries Available Through CocoaPods, Carthage and Swift PM Data and Tool Showcase Track Kristiina Rahkema University of Tartu, Dietmar Pfahl University of Tartu Pre-print Media Attached
11:38 8m Talk		A Large-scale Dataset of (Open Source) License Text VariantsData and Tool Showcase Award Data and Tool Showcase Track Stefano Zacchiroli Télécom Paris, Polytechnic Institute of Paris DOI Pre-print
11:46 8m Talk		TSSB-3M: Mining single statement bugs at massive scale Data and Tool Showcase Track Cedric Richter Carl von Ossietzky Universität Oldenburg / University of Oldenburg, Heike Wehrheim Carl von Ossietzky Universität Oldenburg / University of Oldenburg Pre-print Media Attached
11:54 8m Talk		LAGOON: An Analysis Tool for Open Source Communities Data and Tool Showcase Track Sourya Dey Galois, Inc., Walt Woods Galois, Inc. Pre-print Media Attached
12:02 8m Talk		The Unexplored Treasure Trove of Phabricator Code Reviews Data and Tool Showcase Track Gunnar Kudrjavets University of Groningen, Nachiappan Nagappan Microsoft Research, Ayushi Rastogi University of Groningen, The Netherlands DOI Pre-print
12:10 20m Live Q&A		Discussions and Q&A Technical Papers

13:30 - 15:00	Blended Technical Session 2 (Machine Learning and Information Retrieval) Technical Papers / Data and Tool Showcase Track at Room 315+316 Chair(s): Preetha Chatterjee Drexel University, USA

13:30 15m Talk		Methods for Stabilizing Models across Large Samples of Projects(with case studies on Predicting Defect and Project Health) Technical Papers Suvodeep Majumder North Carolina State University, Tianpei Xia North Carolina State University, Rahul Krishna North Carolina State University, Tim Menzies North Carolina State University Pre-print Media Attached
13:45 15m Talk		GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses Technical Papers Wei Ma SnT, University of Luxembourg, Mengjie Zhao LMU Munich, Ezekiel Soremekun SnT, University of Luxembourg, Qiang Hu University of Luxembourg, Jie M. Zhang King's College London, Mike Papadakis University of Luxembourg, Luxembourg, Maxime Cordy University of Luxembourg, Luxembourg, Xiaofei Xie Singapore Management University, Singapore, Yves Le Traon University of Luxembourg, Luxembourg Pre-print
14:00 15m Talk		Senatus: A Fast and Accurate Code-to-Code Recommendation Engine Technical Papers Fran Silavong JP Morgan Chase & Co., Sean Moran JP Morgan Chase & Co., Antonios Georgiadis JP Morgan Chase & Co., Rohan Saphal JP Morgan Chase & Co., Robert Otter JP Morgan Chase & Co. DOI Pre-print Media Attached
14:15 8m Short-paper		Comments on Comments: Where Code Review and Documentation Meet Technical Papers Nikitha Rao Carnegie Mellon University, Jason Tsay IBM Research, Martin Hirzel IBM Research, Vincent J. Hellendoorn Carnegie Mellon University DOI Pre-print File Attached
14:23 8m Short-paper		On the Naturalness of Fuzzer Generated Code Technical Papers Rajeswari Hita Kambhamettu Carnegie Mellon University, John Billos Wake Forest University, Carolyn "Tomi" Oluwaseun-Apo Pennsylvania State University, Benjamin Gafford Carnegie Mellon University, Rohan Padhye Carnegie Mellon University, Vincent J. Hellendoorn Carnegie Mellon University
14:31 8m Talk		SOSum: A Dataset of Stack Overflow Post Summaries Data and Tool Showcase Track Bonan Kou Purdue University, Yifeng Di Purdue University, Muhao Chen University of Southern California, Tianyi Zhang Purdue University
14:39 21m Live Q&A		Discussions and Q&A Technical Papers

09:00 - 10:30	Blended Technical Session 3 (Smells and Maintenance)Technical Papers / Mining Challenge / Registered Reports / Data and Tool Showcase Track at Room 315+316 Chair(s): Andy Zaidman Delft University of Technology

09:00 15m Talk		Smelly Variables in Ansible Infrastructure Code: Detection, Prevalence, and Lifetime Technical Papers Ruben Opdebeeck Vrije Universiteit Brussel, Ahmed Zerouali Vrije Universiteit Brussel, Coen De Roover Vrije Universiteit Brussel Pre-print
09:15 15m Talk		Beyond Duplicates: Towards Understanding and Predicting Link Types in Issue Tracking Systems Technical Papers Clara Marie Lüders University of Hamburg, Abir Bouraffa University of Hamburg, Walid Maalej University of Hamburg DOI Pre-print
09:30 15m Talk		How to Improve Deep Learning for Software Analytics (a case study with code smell detection) Technical Papers Rahul Yedida , Tim Menzies North Carolina State University Pre-print
09:45 8m Talk		npm-filter: Automating the mining of dynamic information from npm packages Data and Tool Showcase Track Ellen Arteca Northeastern University, Alexi Turcotte Northeastern University Pre-print Media Attached
09:53 8m Talk		Refactoring Debt: Myth or Reality? An Exploratory Study on the Relationship Between Technical Debt and RefactoringBest Mining Challenge Paper Award Mining Challenge Anthony Peruma Rochester Institute of Technology, Eman Abdullah AlOmar Stevens Institute of Technology, Christian D. Newman Rochester Institute of Technology, Mohamed Wiem Mkaouer Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec Pre-print Media Attached
10:01 8m Talk		CamBench - Cryptographic API Misuse Detection Tool Benchmark Suite Registered Reports Michael Schlichtig Heinz Nixdorf Institute at Paderborn University, Anna-Katharina Wickert TU Darmstadt, Germany, Stefan Krüger Independent Researcher, Eric Bodden University of Paderborn; Fraunhofer IEM, Mira Mezini TU Darmstadt Pre-print
10:09 21m Live Q&A		Discussions and Q&A Technical Papers

11:00 - 12:15	Blended Technical Session 4 (Introspection, Vision, and Human Aspects)Technical Papers / Registered Reports / Data and Tool Showcase Track at Room 315+316 Chair(s): Ayushi Rastogi University of Groningen, The Netherlands

11:00 15m Talk		Challenges in Migrating Imperative Deep Learning Programs to Graph Execution: An Empirical Study Technical Papers Tatiana Castro Vélez City University of New York (CUNY) Graduate Center, Raffi Khatchadourian City University of New York (CUNY) Hunter College, Mehdi Bagherzadeh Oakland University, Anita Raja City University of New York (CUNY) Hunter College Pre-print Media Attached
11:15 15m Talk		Operationalizing Threats to MSR Studies by Simulation-Based TestingDistinguished Paper Award Technical Papers Johannes Härtel University of Koblenz-Landau, Germany, Ralf Laemmel Facebook London Pre-print Media Attached
11:30 8m Short-paper		Geographic Diversity in Public Code Contributions Technical Papers Davide Rossi University of Bologna, Stefano Zacchiroli Télécom Paris, Polytechnic Institute of Paris Pre-print Media Attached
11:38 8m Talk		The General Index of Software Engineering Papers Data and Tool Showcase Track Zeinab Abou Khalil Inria, Stefano Zacchiroli Télécom Paris, Polytechnic Institute of Paris DOI Pre-print
11:46 8m Talk		Investigating the Impact of Forgetting in Software Development Registered Reports Utku Unal METU, Eray Tüzün Bilkent University, Tamer Gezici Bilkent University, Ausaf Ahmed Farooqui Bilkent University Pre-print
11:54 21m Live Q&A		Discussions and Q&A Technical Papers

	12:15 - 12:30	Brainstorming / Discussion ITechnical Papers at Room 315+316 Chair(s): Shane McIntosh University of Waterloo

	13:30 - 15:00	Brainstorming / Discussion II Technical Papers at Room 315+316 Chair(s): Shane McIntosh University of Waterloo

15:30 - 17:00	Blended Technical Session 5 (Miscellaneous) Technical Papers / Data and Tool Showcase Track / Mining Challenge at Room 315+316 Chair(s): Luís Cruz Deflt University of Technology

15:30 15m Talk		Code Review Practices for Refactoring Changes: An Empirical Study on OpenStack Technical Papers Eman Abdullah AlOmar Stevens Institute of Technology, Moataz Chouchen ETS, Mohamed Wiem Mkaouer Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec Pre-print
15:45 15m Talk		Painting the Landscape of Automotive Software in GitHub Technical Papers Sangeeth Kochanthara Eindhoven University of Technology, Yanja Dajsuren Eindhoven University of Technology, Loek Cleophas Eindhoven University of Technology (TU/e) and Stellenbosch University (SU), Mark van den Brand Eindhoven University of Technology Pre-print Media Attached
16:00 8m Talk		SLNET: A Redistributable Corpus of 3rd-party Simulink Models Data and Tool Showcase Track Sohil Lal Shrestha The University of Texas at Arlington, Shafiul Azam Chowdhury University of Texas at Arlington, Christoph Csallner University of Texas at Arlington DOI Pre-print Media Attached
16:08 8m Talk		SoCCMiner: A Source Code-Comments and Comment-Context Miner Data and Tool Showcase Track Murali Sridharan University of Oulu, Mika Mäntylä University of Oulu, Maëlick Claes University of Oulu, Leevi Rantala University of Oulu Pre-print
16:16 8m Talk		An Exploratory Study on Refactoring Documentation in Issues Handling Mining Challenge Eman Abdullah AlOmar Stevens Institute of Technology, Anthony Peruma Rochester Institute of Technology, Mohamed Wiem Mkaouer Rochester Institute of Technology, Christian D. Newman Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec Pre-print
16:24 8m Talk		Between JIRA and GitHub: ASFBot and its Influence on Human Comments in Issue Trackers Mining Challenge Ambarish Moharil Eindhoven University of Technology, Dmitrii Orlov Eindhoven University of Technology, Samar Jameel Eindhoven University of Technology, Tristan Trouwen Eindhoven University of Technology, Nathan Cassee Eindhoven University of Technology, Alexander Serebrenik Eindhoven University of Technology Pre-print
16:32 28m Live Q&A		Discussions and Q&A Technical Papers

	17:00 - 17:30	MSR Award and Closing SessionTechnical Papers at Room 315+316