MSR 2023 - Data and Tool Showcase Track

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Mon 15 May
Displayed time zone: Hobart change

11:00 - 11:45	Development Tools & Practices IRegistered Reports / Industry Track / Technical Papers at Meeting Room 109 Chair(s): Olga Baysal Carleton University

11:00 12m Talk		Understanding the Time to First Response In GitHub Pull Requests Technical Papers Kazi Amit Hasan Queen's University, Canada, Marcos Macedo Queen's University at Kingston / Universidad de Montevideo, Yuan Tian Queens University, Kingston, Canada, Bram Adams Queen's University, Kingston, Ontario, Ding Steven, H., H. Queen’s University at Kingston Pre-print
11:12 12m Talk		Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We? Technical Papers Phuong T. Nguyen University of L’Aquila, Riccardo Rubei University of L'Aquila, Juri Di Rocco University of L'Aquila, Claudio Di Sipio University of L'Aquila, Davide Di Ruscio University of L'Aquila, Massimiliano Di Penta University of Sannio, Italy Pre-print
11:24 6m Talk		Smart Contract Upgradeability on the Ethereum Blockchain Platform: An Exploratory Study Registered Reports Ilham Qasse Reykjavik University, Mohammad Hamdaqa Polytechnique Montréal, Björn Þór Jónsson Reykjavik University
11:30 6m Talk		An Exploratory Study of Ad Hoc Parsers in Python Registered Reports Michael Schröder TU Wien, Jürgen Cito TU Wien Pre-print
11:36 6m Talk		Improving Agile Planning for Reliable Software Delivery Industry Track Jirat Pasuksmit Atlassian, Fan Jiang Atlassian, Kemp Thornton Atlassian, Arik Friedman Atlassian, Natalija Fuksmane Atlassian, Isabelle Kohout Atlassian, Julian Connor Atlassian Pre-print

11:00 - 11:45	SE for MLData and Tool Showcase Track / Technical Papers at Meeting Room 110 Chair(s): Sarah Nadi University of Alberta

11:00 12m Talk		AutoML from Software Engineering Perspective: Landscapes and ChallengesDistinguished Paper Award Technical Papers Chao Wang Peking University, Zhenpeng Chen University College London, UK, Minghui Zhou Peking University Pre-print
11:12 12m Talk		Characterizing and Understanding Software Security Vulnerabilities in Machine Learning Libraries Technical Papers Nima Shiri Harzevili York University, Jiho Shin York University, Junjie Wang Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Song Wang York University, Nachiappan Nagappan Facebook
11:24 6m Talk		DeepScenario: An Open Driving Scenario Dataset for Autonomous Driving System Testing Data and Tool Showcase Track Chengjie Lu Simula Research Laboratory and University of Oslo, Tao Yue Simula Research Laboratory, Shaukat Ali Simula Research Laboratory Pre-print
11:30 6m Talk		NICHE: A Curated Dataset of Engineered Machine Learning Projects in Python Data and Tool Showcase Track Ratnadira Widyasari Singapore Management University, Singapore, Zhou Yang Singapore Management University, Ferdian Thung Singapore Management University, Sheng Qin Sim Singapore Management University, Singapore, Fiona Wee Singapore Management University, Singapore, Camellia Lok Singapore Management University, Singapore, Jack Phan Singapore Management University, Singapore, Haodi Qi Singapore Management University, Singapore, Constance Tan Singapore Management University, Singapore, Qijin Tay Singapore Management University, Singapore, David Lo Singapore Management University
11:36 6m Talk		PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages Data and Tool Showcase Track Wenxin Jiang Purdue University, Nicholas Synovic Loyola University Chicago, Purvish Jajal Purdue University, Taylor R. Schorlemmer Purdue University, Arav Tewari Purdue University, Bhavesh Pareek Purdue University, George K. Thiruvathukal Loyola University Chicago and Argonne National Laboratory, James C. Davis Purdue University Pre-print

11:50 - 12:35	Documentation + Q&A IData and Tool Showcase Track / Technical Papers at Meeting Room 109 Chair(s): Ahmad Abdellatif Concordia University

11:50 12m Talk		Evaluating Software Documentation Quality Technical Papers Henry Tang University of Alberta, Sarah Nadi University of Alberta
12:02 12m Talk		What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues Technical Papers Zhou Yang Singapore Management University, Chenyu Wang Singapore Management University, Jieke Shi Singapore Management University, Thong Hoang CSIRO's Data61, Pavneet Singh Kochhar Microsoft, Qinghua Lu CSIRO’s Data61, Zhenchang Xing , David Lo Singapore Management University
12:14 12m Talk		PICASO: Enhancing API Recommendations with Relevant Stack Overflow Posts Technical Papers Ivana Clairine Irsan Singapore Management University, Ting Zhang Singapore Management University, Ferdian Thung Singapore Management University, Kisub Kim Singapore Management University, David Lo Singapore Management University
12:26 6m Talk		GIRT-Data: Sampling GitHub Issue Report Templates Data and Tool Showcase Track Nafiseh Nikehgbal Sharif University of Technology, Amir Hossein Kargaran LMU Munich, Abbas Heydarnoori Bowling Green State University, Hinrich Schütze LMU Munich Pre-print

11:50 - 12:35	Software Evolution & AnalysisData and Tool Showcase Track / Technical Papers at Meeting Room 110 Chair(s): Michael Schlichtig

11:50 6m Talk		TypeScript's Evolution: An Analysis of Feature Adoption Over Time Technical Papers Joshua D. Scarsbrook The University of Queensland, Mark Utting The University of Queensland, Ryan K. L. Ko The University of Queensland Pre-print
11:56 6m Talk		DGMF: Fast Generation of Comparable, Updatable Dependency Graphs for Software Repositories Data and Tool Showcase Track Tobias Litzenberger TU Dortmund University, Johannes Düsing TU Dortmund University, Ben Hermann TU Dortmund
12:02 6m Talk		Enabling Analysis and Reasoning on Software Systems through Knowledge Graph Representation Data and Tool Showcase Track Satrio Adi Rukmono , Michel Chaudron Eindhoven University of Technology, The Netherlands
12:08 6m Talk		microSecEnD: A Dataset of Security-Enriched Dataflow Diagrams for Microservice Applications Data and Tool Showcase Track Simon Schneider Hamburg University of Technology, Tufan Özen Hamburg University of Technology, Michael Chen Hamburg University of Technology, Riccardo Scandariato Hamburg University of Technology
12:14 12m Talk		Wasmizer: Curating WebAssembly-driven Projects on GitHub Technical Papers Alexander Nicholson University of Auckland, Quentin Stiévenart Vrije Universiteit Brussel, Arash Mazidi TU Clausthal, Mohammad Ghafari TU Clausthal
12:26 6m Talk		Feature Toggle Usage Patterns : A Case Study on Google Chromium Technical Papers Md Tajmilur Rahman Gannon University

14:20 - 15:15	Understanding DefectsRegistered Reports / Data and Tool Showcase Track / Technical Papers at Meeting Room 110 Chair(s): Matteo Paltenghi University of Stuttgart, Germany

14:20 12m Talk		What Happens When We Fuzz? Investigating OSS-Fuzz Bug History Technical Papers Brandon Keller Rochester Institute of Technology, Benjamin S. Meyers Rochester Institute of Technology, Andrew Meneely Rochester Institute of Technology
14:32 12m Talk		An Empirical Study of High Performance Computing (HPC) Performance Bugs Technical Papers Md Abul Kalam Azad University of Michigan - Dearborn, Nafees Iqbal University of Michigan - Dearborn, Foyzul Hassan University of Michigan - Dearborn, Probir Roy University of Michigan at Dearborn Pre-print
14:44 6m Talk		Semantically-enriched Jira Issue Tracking Data Data and Tool Showcase Track Themistoklis Diamantopoulos Electrical and Computer Engineering Dept, Aristotle University of Thessaloniki, Dimitrios-Nikitas Nastos Electrical and Computer Engineering Dept., Aristotle University of Thessaloniki, Andreas Symeonidis Electrical and Computer Engineering Dept., Aristotle University of Thessaloniki Pre-print
14:50 6m Talk		An exploratory study of bug introducing changes: what happens when bugs are introduced in open source software? Registered Reports Lukas Schulte Universitity of Passau, Anamaria Mojica-Hanke University of Passau and Universidad de los Andes, Mario Linares-Vasquez Universidad de los Andes, Steffen Herbold University of Passau
14:56 6m Talk		HasBugs - Handpicked Haskell Bugs Data and Tool Showcase Track Leonhard Applis Delft University of Technology, Annibale Panichella Delft University of Technology
15:02 6m Talk		An Empirical Study on the Performance of Individual Issue Label Prediction Technical Papers Jueun Heo , Seonah Lee Gyeongsang National University

15:45 - 16:30	Process Automation & DevOpsData and Tool Showcase Track / Technical Papers / Industry Track at Meeting Room 110 Chair(s): Andy Meneely Rochester Institute of Technology

15:45 12m Talk		Investigating the Resolution of Vulnerable Dependencies with Dependabot Security UpdatesDistinguished Paper Award Technical Papers Hamid Mohayeji Nasrabadi Eindhoven University of Technology, Andrei Agaronian Eindhoven University of Technology, Eleni Constantinou University of Cyprus, Nicola Zanone Eindhoven University of Technology, Alexander Serebrenik Eindhoven University of Technology
15:57 12m Talk		Unveiling the Relationship Between Continuous Integration and Code Coverage Technical Papers José Diego Saraiva da Silva UFRN, Daniel Alencar Da Costa University of Otago, Uirá Kulesza Federal University of Rio Grande do Norte, Gustavo Sizílio Federal University of Rio Grande do Norte, José Gameleira Neto Federal University of Rio Grande do Norte, Roberta Coelho , Mei Nagappan University of Waterloo
16:09 6m Talk		EGAD: A Moldable Tool for GitHub Action Analysis Data and Tool Showcase Track Pablo Valenzuela-Toledo University of Bern, Alexandre Bergel University of Chile, Timo Kehrer University of Bern, Oscar Nierstrasz University of Bern, Switzerland DOI Pre-print
16:15 6m Talk		The Atlassian Data Lake: consolidating enriched software development data in a single, queryable system Industry Track Arik Friedman Atlassian, Rohan Dhupelia Atlassian, Ben Jackson Atlassian File Attached
16:21 6m Talk		Are We Speeding Up or Slowing Down? On Temporal Aspects of Code Velocity Technical Papers Gunnar Kudrjavets University of Groningen, Nachiappan Nagappan Facebook, Ayushi Rastogi University of Groningen, The Netherlands Pre-print

16:35 - 17:20	SecurityTechnical Papers / Data and Tool Showcase Track at Meeting Room 110 Chair(s): Chanchal K. Roy University of Saskatchewan

16:35 12m Talk		UNGOML: Automated Classification of unsafe Usages in Go Technical Papers Anna-Katharina Wickert TU Darmstadt, Germany, Clemens Damke University of Munich (LMU), Lars Baumgärtner Technische Universität Darmstadt, Eyke Hüllermeier University of Munich (LMU), Mira Mezini TU Darmstadt Pre-print File Attached
16:47 12m Talk		Connecting the .dotfiles: Checked-In Secret Exposure with Extra (Lateral Movement) Steps Technical Papers Gerhard Jungwirth TU Wien, Aakanksha Saha TU Wien, Michael Schröder TU Wien, Tobias Fiebig Max-Planck-Institut für Informatik, Martina Lindorfer TU Wien, Jürgen Cito TU Wien Pre-print
16:59 12m Talk		MANDO-HGT: Heterogeneous Graph Transformers for Smart Contract Vulnerability Detection Technical Papers Hoang H. Nguyen L3S Research Center, Leibniz Universität Hannover, Hannover, Germany, Nhat-Minh Nguyen Singapore Management University, Singapore, Chunyao Xie L3S Research Center, Leibniz Universität Hannover, Germany, Zahra Ahmadi L3S Research Center, Leibniz Universität Hannover, Hannover, Germany, Daniel Kudenko L3S Research Center, Leibniz Universität Hannover, Germany, Thanh-Nam Doan Independent Researcher, Atlanta, Georgia, USA, Lingxiao Jiang Singapore Management University Pre-print Media Attached
17:11 6m Talk		SecretBench: A Dataset of Software Secrets Data and Tool Showcase Track Setu Kumar Basak North Carolina State University, Lorenzo Neil North Carolina State University, Bradley Reaves North Carolina State University, Laurie Williams North Carolina State University Pre-print

Tue 16 May
Displayed time zone: Hobart change

11:00 - 11:45	Documentation + Q&A IITechnical Papers / Data and Tool Showcase Track at Meeting Room 109 Chair(s): Maram Assi Queen's University

11:00 12m Talk		Understanding the Role of Images on Stack Overflow Technical Papers Dong Wang Kyushu University, Japan, Tao Xiao Nara Institute of Science and Technology, Christoph Treude University of Melbourne, Raula Gaikovina Kula Nara Institute of Science and Technology, Hideaki Hata Shinshu University, Yasutaka Kamei Kyushu University Pre-print
11:12 12m Talk		Do Subjectivity and Objectivity Always Agree? A Case Study with Stack Overflow Questions Technical Papers Saikat Mondal University of Saskatchewan, Masud Rahman Dalhousie University, Chanchal K. Roy University of Saskatchewan Pre-print
11:24 6m Talk		GiveMeLabeledIssues: An Open Source Issue Recommendation System Data and Tool Showcase Track Joseph Vargovich Northern Arizona University, Fabio Marcos De Abreu Santos Northern Arizona University, USA, Jacob Penney Northern Arizona University, Marco Gerosa Northern Arizona University, Igor Steinmacher Northern Arizona University Pre-print Media Attached
11:30 6m Talk		DocMine: A Software Documentation-Related Dataset of 950 GitHub Repositories Data and Tool Showcase Track Akhila Sri Manasa Venigalla IIT Tirupati, Sridhar Chimalakonda IIT Tirupati
11:36 6m Talk		PENTACET data - 23 Million Code Comments and 500,000 SATD comments Data and Tool Showcase Track Murali Sridharan University of Oulu, Leevi Rantala University of Oulu, Mika Mäntylä University of Oulu

11:00 - 11:45	Code SmellsTechnical Papers / Industry Track / Data and Tool Showcase Track at Meeting Room 110 Chair(s): Md Tajmilur Rahman Gannon University

11:00 12m Talk		Don't Forget the Exception! Considering Robustness Changes to Identify Design Problems Technical Papers Anderson Oliveira PUC-Rio, João Lucas Correia Federal University of Alagoas, Leonardo Da Silva Sousa Carnegie Mellon University, USA, Wesley Assunção Johannes Kepler University Linz, Austria & Pontifical Catholic University of Rio de Janeiro, Brazil, Daniel Coutinho PUC-Rio, Alessandro Garcia PUC-Rio, Willian Oizumi GoTo, Caio Barbosa UFAL, Anderson Uchôa Federal University of Ceará, Juliana Alves Pereira PUC-Rio Pre-print
11:12 12m Talk		Pre-trained Model Based Feature Envy Detection Technical Papers mawenhao Wuhan University, Yaoxiang Yu Wuhan University, Xiaoming Ruan Wuhan University, Bo Cai Wuhan University
11:24 6m Talk		CLEAN++: Code Smells Extraction for C++ Data and Tool Showcase Track Tom Mashiach Ben Gurion University of the Negev, Israel, Bruno Sotto-Mayor Ben Gurion University of the Negev, Israel, Gal Kaminka Bar Ilan University, Israel, Meir Kalech Ben Gurion University of the Negev, Israel
11:30 6m Talk		DACOS-A Manually Annotated Dataset of Code Smells Data and Tool Showcase Track Himesh Nandani Dalhousie University, Mootez Saad Dalhousie University, Tushar Sharma Dalhousie University Pre-print File Attached
11:36 6m Talk		What Warnings Do Engineers Really Fix? The Compiler That Cried Wolf Industry Track Gunnar Kudrjavets University of Groningen, Aditya Kumar Snap, Inc., Ayushi Rastogi University of Groningen, The Netherlands Pre-print

11:50 - 12:35	Development Tools & Practices IIData and Tool Showcase Track / Industry Track / Technical Papers / Registered Reports at Meeting Room 109 Chair(s): Banani Roy University of Saskatchewan

11:50 12m Talk		Automating Arduino Programming: From Hardware Setups to Sample Source Code Generation Technical Papers Imam Nur Bani Yusuf Singapore Management University, Singapore, Diyanah Binte Abdul Jamal Singapore Management University, Lingxiao Jiang Singapore Management University Pre-print
12:02 6m Talk		A Dataset of Bot and Human Activities in GitHub Data and Tool Showcase Track Natarajan Chidambaram University of Mons, Alexandre Decan University of Mons; F.R.S.-FNRS, Tom Mens University of Mons
12:08 6m Talk		Mining the Characteristics of Jupyter Notebooks in Data Science Projects Registered Reports Morakot Choetkiertikul Mahidol University, Thailand, Apirak Hoonlor Mahidol University, Chaiyong Ragkhitwetsagul Mahidol University, Thailand, Siripen Pongpaichet Mahidol University, Thanwadee Sunetnanta Mahidol University, Tasha Settewong Mahidol University, Raula Gaikovina Kula Nara Institute of Science and Technology
12:14 6m Talk		Optimizing Duplicate Size Thresholds in IDEs Industry Track Konstantin Grotov JetBrains Research, Constructor University, Sergey Titov JetBrains Research, Alexandr Suhinin JetBrains, Yaroslav Golubev JetBrains Research, Timofey Bryksin JetBrains Research Pre-print
12:20 12m Talk		Boosting Just-in-Time Defect Prediction with Specific Features of C Programming Languages in Code Changes Technical Papers Chao Ni Zhejiang University, xiaodanxu College of Computer Science and Technology, Zhejiang university, Kaiwen Yang Zhejiang University, David Lo Singapore Management University

11:50 - 12:35	Software Libraries & EcosystemsTechnical Papers / Industry Track / Data and Tool Showcase Track at Meeting Room 110 Chair(s): Mehdi Keshani Delft University of Technology

11:50 12m Talk		A Large Scale Analysis of Semantic Versioning in NPM Technical Papers Donald Pinckney Northeastern University, Federico Cassano Northeastern University, Arjun Guha Northeastern University and Roblox Research, Jonathan Bell Northeastern University Pre-print
12:02 12m Talk		Phylogenetic Analysis of Reticulate Software Evolution Technical Papers Akira Mori National Institute of Advanced Industrial Science and Technology, Japan, Masatomo Hashimoto Chiba Institute of Technology, Japan
12:14 6m Talk		PyMigBench: A Benchmark for Python Library Migration Data and Tool Showcase Track Mohayeminul Islam University of Alberta, Ajay Jha North Dakota State University, Sarah Nadi University of Alberta, Ildar Akhmetov University of Alberta Pre-print
12:20 6m Talk		Determining Open Source Project Boundaries Industry Track Sophia Vargas Google
12:26 6m Talk		Intertwining Communities: Exploring Libraries that Cross Software Ecosystems Technical Papers Kanchanok Kannee Nara Institute of Science and Technology, Raula Gaikovina Kula Nara Institute of Science and Technology, Supatsara Wattanakriengkrai Nara Institute of Science and Technology, Kenichi Matsumoto Nara Institute of Science and Technology Pre-print

13:45 - 14:30	Software QualityData and Tool Showcase Track / Technical Papers at Meeting Room 110 Chair(s): Tushar Sharma Dalhousie University

13:45 12m Talk		Helm Charts for Kubernetes Applications: Evolution, Outdatedness and Security Risks Technical Papers Ahmed Zerouali Vrije Universiteit Brussel, Ruben Opdebeeck Vrije Universiteit Brussel, Coen De Roover Vrije Universiteit Brussel Pre-print
13:57 12m Talk		Control and Data Flow in Security Smell Detection for Infrastructure as Code: Is It Worth the Effort? Technical Papers Ruben Opdebeeck Vrije Universiteit Brussel, Ahmed Zerouali Vrije Universiteit Brussel, Coen De Roover Vrije Universiteit Brussel Pre-print
14:09 12m Talk		Method Chaining Redux: An Empirical Study of Method Chaining in Java, Kotlin, and Python Technical Papers Ali Keshk University of Nebraska-Lincoln, Robert Dyer University of Nebraska-Lincoln Pre-print Media Attached
14:21 6m Talk		Snapshot Testing Dataset Data and Tool Showcase Track Emily Bui Loyola University Maryland, Henrique Rocha Loyola University Maryland, USA

14:35 - 15:15	Defect PredictionData and Tool Showcase Track / Technical Papers at Meeting Room 109 Chair(s): Sarra Habchi Ubisoft

14:35 12m Talk		Large Language Models and Simple, Stupid Bugs Technical Papers Kevin Jesse University of California at Davis, USA, Toufique Ahmed University of California at Davis, Prem Devanbu University of California at Davis, Emily Morgan University of California, Davis Pre-print
14:47 12m Talk		The ABLoTS Approach for Bug Localization: is it replicable and generalizable?Distinguished Paper Award Technical Papers Feifei Niu University of Ottawa, Christoph Mayr-Dorn JOHANNES KEPLER UNIVERSITY LINZ, Wesley Assunção Johannes Kepler University Linz, Austria & Pontifical Catholic University of Rio de Janeiro, Brazil, Liguo Huang Southern Methodist University, Jidong Ge Nanjing University, Bin Luo Nanjing University, Alexander Egyed Johannes Kepler University Linz Pre-print File Attached
14:59 6m Talk		LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations Data and Tool Showcase Track Catherine Tony Hamburg University of Technology, Markus Mutas Hamburg University of Technology, Nicolás E. Díaz Ferreyra Hamburg University of Technology, Riccardo Scandariato Hamburg University of Technology Pre-print
15:05 6m Talk		Defectors: A Large, Diverse Python Dataset for Defect Prediction Data and Tool Showcase Track Parvez Mahbub Dalhousie University, Ohiduzzaman Shuvo Dalhousie University, Masud Rahman Dalhousie University Pre-print

14:35 - 15:15	Human AspectsTechnical Papers / Data and Tool Showcase Track at Meeting Room 110 Chair(s): Alexander Serebrenik Eindhoven University of Technology

14:35 12m Talk		A Study of Gender Discussions in Mobile Apps Technical Papers Mojtaba Shahin RMIT University, Australia, Mansooreh Zahedi The Univeristy of Melbourne, Hourieh Khalajzadeh Deakin University, Australia, Ali Rezaei Nasab Shiraz University Pre-print
14:47 12m Talk		Tell Me Who Are You Talking to and I Will Tell You What Issues Need Your Skills Technical Papers Fabio Marcos De Abreu Santos Northern Arizona University, USA, Jacob Penney Northern Arizona University, João Felipe Pimentel Northern Arizona University, Igor Wiese Federal University of Technology, Igor Steinmacher Northern Arizona University, Marco Gerosa Northern Arizona University Pre-print
14:59 6m Talk		She Elicits Requirements and He Tests: Software Engineering Gender Bias in Large Language Models Technical Papers Christoph Treude University of Melbourne, Hideaki Hata Shinshu University Pre-print Media Attached
15:05 6m Talk		GitHub OSS Governance File Dataset Data and Tool Showcase Track Yibo Yan University of California, Davis, Seth Frey University of California, Davis, Amy Zhang University of Washington, Seattle, Vladimir Filkov University of California at Davis, USA, Likang Yin University of California at Davis Pre-print

Accepted Papers

	Title
	A Dataset of Bot and Human Activities in GitHub Data and Tool Showcase Track Natarajan Chidambaram, Alexandre Decan , Tom Mens
	CLEAN++: Code Smells Extraction for C++ Data and Tool Showcase Track Tom Mashiach, Bruno Sotto-Mayor, Gal Kaminka, Meir Kalech
	DACOS-A Manually Annotated Dataset of Code Smells Data and Tool Showcase Track Himesh Nandani, Mootez Saad, Tushar Sharma Pre-print File Attached
	DeepScenario: An Open Driving Scenario Dataset for Autonomous Driving System Testing Data and Tool Showcase Track Chengjie Lu, Tao Yue, Shaukat Ali Pre-print
	Defectors: A Large, Diverse Python Dataset for Defect Prediction Data and Tool Showcase Track Parvez Mahbub, Ohiduzzaman Shuvo, Masud Rahman Pre-print
	DGMF: Fast Generation of Comparable, Updatable Dependency Graphs for Software Repositories Data and Tool Showcase Track Tobias Litzenberger, Johannes Düsing, Ben Hermann
	DocMine: A Software Documentation-Related Dataset of 950 GitHub Repositories Data and Tool Showcase Track Akhila Sri Manasa Venigalla, Sridhar Chimalakonda
	EGAD: A Moldable Tool for GitHub Action Analysis Data and Tool Showcase Track Pablo Valenzuela-Toledo, Alexandre Bergel, Timo Kehrer, Oscar Nierstrasz DOI Pre-print
	Enabling Analysis and Reasoning on Software Systems through Knowledge Graph Representation Data and Tool Showcase Track Satrio Adi Rukmono, Michel Chaudron
	GIRT-Data: Sampling GitHub Issue Report Templates Data and Tool Showcase Track Nafiseh Nikehgbal, Amir Hossein Kargaran, Abbas Heydarnoori, Hinrich Schütze Pre-print
	GitHub OSS Governance File Dataset Data and Tool Showcase Track Yibo Yan, Seth Frey, Amy Zhang, Vladimir Filkov, Likang Yin Pre-print
	GiveMeLabeledIssues: An Open Source Issue Recommendation System Data and Tool Showcase Track Joseph Vargovich, Fabio Marcos De Abreu Santos, Jacob Penney, Marco Gerosa, Igor Steinmacher Pre-print Media Attached
	HasBugs - Handpicked Haskell Bugs Data and Tool Showcase Track Leonhard Applis, Annibale Panichella
	LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations Data and Tool Showcase Track Catherine Tony, Markus Mutas, Nicolás E. Díaz Ferreyra, Riccardo Scandariato Pre-print
	microSecEnD: A Dataset of Security-Enriched Dataflow Diagrams for Microservice Applications Data and Tool Showcase Track Simon Schneider, Tufan Özen, Michael Chen, Riccardo Scandariato
	NICHE: A Curated Dataset of Engineered Machine Learning Projects in Python Data and Tool Showcase Track Ratnadira Widyasari, Zhou Yang, Ferdian Thung, Sheng Qin Sim, Fiona Wee, Camellia Lok, Jack Phan, Haodi Qi, Constance Tan, Qijin Tay, David Lo
	PENTACET data - 23 Million Code Comments and 500,000 SATD comments Data and Tool Showcase Track Murali Sridharan, Leevi Rantala, Mika Mäntylä
	PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages Data and Tool Showcase Track Wenxin Jiang, Nicholas Synovic, Purvish Jajal, Taylor R. Schorlemmer, Arav Tewari, Bhavesh Pareek, George K. Thiruvathukal, James C. Davis Pre-print
	PyMigBench: A Benchmark for Python Library Migration Data and Tool Showcase Track Mohayeminul Islam, Ajay Jha, Sarah Nadi, Ildar Akhmetov Pre-print
	SecretBench: A Dataset of Software Secrets Data and Tool Showcase Track Setu Kumar Basak, Lorenzo Neil, Bradley Reaves, Laurie Williams Pre-print
	Semantically-enriched Jira Issue Tracking Data Data and Tool Showcase Track Themistoklis Diamantopoulos, Dimitrios-Nikitas Nastos, Andreas Symeonidis Pre-print
	Snapshot Testing Dataset Data and Tool Showcase Track Emily Bui, Henrique Rocha

Call for Papers

The MSR Data and Tools Showcase Track aims to actively promote and recognize the creation of reusable datasets and tools that are designed and built not only for a specific research project, but for the MSR community as a whole. These datasets and tools should enable other practitioners and researchers to jumpstart their research efforts, and also allows the reproducibility of earlier work. The MSR Data and Tools Showcase papers can be descriptions of datasets or tools built by the authors that can be used by other practitioners or researchers, and/or descriptions of the use of tools built by others to obtain specific research results.

MSR’23 Data and Tools Showcase Track will accept two types of submissions: (1) data showcase papers and (2) reusable tool showcase papers.

Data showcase submissions are expected to include:
- a description of the data source,
- a description of the methodology used to gather the data (including provenance and the tool used to create/generate/gather the data, if any),
- a description of the storage mechanism, including a schema if applicable,
- if the data has been used by the authors or others, a description of how this was done including references to previously published papers,
- a description of the originality of the dataset (that is, even if the dataset has been used in a published paper, its complete description must be unpublished) and similar existing datasets (if any),
- ideas for future research questions that could be answered using the dataset,
- ideas for further improvements that could be made to the dataset, and
- any limitations and/or challenges in creating or using the dataset.
Reusable Tool showcase submissions are expected to include:
- a description of the tool, which includes the background, motivation, novelty, overall architecture, detailed design, and preliminary evaluation of the tool, as well as the link to download or access the tool,
- a description of the design of the tool, and how to use the tool in practice,
- clear installation instructions and example dataset that allow the reviewers to run the tool,
- if the tool has been used by the authors or others, a description of how the tool was used, including references to previously published papers,
- ideas for future reusability of the tool, and
- any limitations of using the tool.

The dataset or tool should be made available at the time of submission of the paper for review but will be considered confidential until publication of the paper. The dataset or tool should include detailed instructions about how to set up the environment (e.g., requirements.txt), how to use the dataset or tool (e.g., how to import the data or how to access the data once it has been imported, how to use the tool with a running example).

At a minimum, upon publication of the paper, the authors should archive the data or tool on a persistent repository that can provide a digital object identifier (DOI) such as zenodo.org, figshare.com, Archive.org, or institutional repositories. In addition, the DOI-based citation of the dataset or the tool should be included in the camera-ready version of the paper. GitHub provides an easy way to make source code citable (with third tools and with a CITATION file).

Data and Tools showcase submissions are not: * empirical studies, or * datasets that are based on poorly explained or untrustworthy heuristics for data collection, or results of trivial application of generic tools.

If custom tools have been used to create the dataset, we expect the paper to be accompanied by the source code of the tools, along with clear documentation on how to run the tools to recreate the dataset. The tools should be open source, accompanied by an appropriate license; the source code should be citable, i.e., refer to a specific release and have a DOI. If you cannot provide the source code or the source code clause is not applicable (e.g., because the dataset consists of qualitative data), please provide a short explanation of why this is not possible.

Evaluation Criteria

The Review Criteria for the Data/Tool Showcase submissions are as follows:

value, usefulness, and reusability of the datasets or tools.
quality of the presentation.
clarity of relation with related work and its relevance to mining software repositories.
availability of the datasets or tools.

Important Dates

Paper Deadline: Thursday 26th January 2023
Author Notification: Tuesday 7th March 2023
Camera Ready Deadline: Thursday 16th March 2023

Submission

Submit your paper (maximum 4 pages, plus 1 additional page of references) via the HotCRP submission site: https://msr2023-data-tool.hotcrp.com/.

Submitted papers will undergo single-anonymous peer review. We opt for single-anonymous peer review (as opposed to the double-anonymous peer review of the main track) due to the requirement above to describe the ways how data has been used in the previous studies, including the bibliographic reference to those studies. Such a reference is likely to disclose the authors’ identity.

To make research datasets and research software accessible and citable, we further encourage authors to attend to the FAIR rules, i.e., data should be: Findable, Accessible, Interoperable, and Reusable.

Submissions must conform to the IEEE formatting instructions IEEE Conference Proceedings Formatting Guidelines (title in 24pt font and full text in 10pt type, LaTeX users must use \documentclass[10pt,conference]{IEEEtran} without including the compsoc or compsocconf options).

Papers submitted for consideration should not have been published elsewhere and should not be under review or submitted for review elsewhere for the duration of consideration. ACM plagiarism policies and procedures shall be followed for cases of double submission. The submission must also comply with the IEEE Policy on Authorship. Please read the ACM Policy on Plagiarism, Misrepresentation, and Falsification and the IEEE - Introduction to the Guidelines for Handling Plagiarism Complaints before submitting.

Upon notification of acceptance, all authors of accepted papers will be asked to complete a copyright form and will receive further instructions for preparing their camera-ready versions. At least one author of each paper is expected to register and present the results at the MSR 2023 conference. All accepted contributions will be published in the conference electronic proceedings.

09:00 - 10:30	Opening Session & Award TalksMSR Awards / MIP Award at Meeting Room 109 Chair(s): Emad Shihab Concordia Univeristy, Bogdan Vasilescu Carnegie Mellon University

09:00 20m Day opening		Opening Session & Award Announcements MSR Awards Emad Shihab Concordia Univeristy, Patanamon Thongtanunam The University of Melbourne, Bogdan Vasilescu Carnegie Mellon University
09:20 20m Talk		MSR 2023 Foundational Contribution Award MSR Awards Audris Mockus
09:40 20m Talk		MSR 2023 Ric Holt Early Career Achievement Award MSR Awards Li Li Beihang University
10:00 30m Talk		MIP #1: Mining Source Code Repositories at Massive Scale Using Language Modeling MIP Award A: Miltiadis Allamanis Microsoft Research, Charles Sutton Google Research

13:45 - 14:15	MIP TalkMIP Award at Meeting Room 109 Chair(s): Bogdan Vasilescu Carnegie Mellon University

13:45 30m Talk		MIP #2: The Impact of Tangled Code Changes MIP Award Kim Herzig Microsoft, Andreas Zeller CISPA Helmholtz Center for Information Security

14:20 - 15:15	Language ModelsTechnical Papers at Meeting Room 109 Chair(s): Patanamon Thongtanunam University of Melbourne

14:20 12m Talk		On Codex Prompt Engineering for OCL Generation: An Empirical Study Technical Papers Seif Abukhalaf Polytechnique Montreal, Mohammad Hamdaqa Polytechnique Montréal, Foutse Khomh Polytechnique Montréal
14:32 12m Talk		Cross-Domain Evaluation of a Deep Learning-Based Type Inference System Technical Papers Bernd Gruner DLR Institute of Data Science, Tim Sonnekalb German Aerospace Center (DLR), Thomas S. Heinze Cooperative University Gera-Eisenach, Clemens-Alexander Brust German Aerospace Center (DLR)
14:44 12m Talk		Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study Technical Papers Tim van Dam Delft University of Technology, Maliheh Izadi Delft University of Technology, Arie van Deursen Delft University of Technology Pre-print
14:56 12m Talk		Model-Agnostic Syntactical Information for Pre-Trained Programming Language Models Technical Papers Iman Saberi University of British Columbia Okanagan, Fatemeh Hendijani Fard University of British Columbia

15:45 - 16:30	Tutorial #1Tutorials at Meeting Room 109 Chair(s): Yuan Tian Queens University, Kingston, Canada

15:45 45m Talk		Tutorial: Recognizing Developers' Emotions Using Non-invasive Biometrics Sensors Tutorials Nicole Novielli University of Bari

16:35 - 17:20	Ethics & EnergyTechnical Papers / Registered Reports at Meeting Room 109 Chair(s): Arumoy Shome Delft University of Technology

16:35 12m Talk		Energy Consumption Estimation of API-usage in Mobile Apps via Static Analysis Technical Papers Abdul Ali Bangash University of Alberta, Canada, Qasim Jamal FAST National University, Kalvin Eng University of Alberta, Karim Ali University of Alberta, Abram Hindle University of Alberta Pre-print
16:47 12m Talk		An Exploratory Study on Energy Consumption of Dataframe Processing Libraries Technical Papers Shriram Shanbhag IIT Tirupati, Sridhar Chimalakonda IIT Tirupati Pre-print
16:59 6m Talk		Understanding issues related to personal data and data protection in open source projects on GitHub Registered Reports Anne Hennig Karlsruhe Institute of Technology, Lukas Schulte Universitity of Passau, Steffen Herbold University of Passau, Oksana Kulyk IT University of Copenhagen, Denmark, Peter Mayer University of Southern Denmark
17:05 12m Talk		Whistleblowing and Tech on Twitter Technical Papers Laura Duits Vrije Universiteit Amsterdam, Isha Kashyap Vrije Universiteit Amsterdam, Joey Bekkink Vrije Universiteit Amsterdam, Kousar Aslam Vrije Universiteit Amsterdam, Emitzá Guzmán Vrije Universiteit Amsterdam

18:00 - 21:00	MSR Dinner at Cargo Hall, South WharfTechnical Papers at Offsite

18:00 3h Meeting		MSR Dinner at Cargo Hall, South Wharf Technical Papers

09:50 - 10:30	Tutorial #2Tutorials at Meeting Room 109 Chair(s): Alexander Serebrenik Eindhoven University of Technology

09:50 40m Tutorial		Tutorial: Mining and Analysing Collaboration in git Repositories with git2net Tutorials Christoph Gote Chair of Systems Design, ETH Zurich

09:50 - 10:30	Mining ChallengeMining Challenge at Meeting Room 110 Chair(s): Audris Mockus The University of Tennessee

09:50 6m Talk		An Empirical Study to Investigate Collaboration Among Developers in Open Source Software (OSS) Mining Challenge Weijie Sun University of Alberta, Samuel Iwuchukwu University of Alberta, Abdul Ali Bangash University of Alberta, Canada, Abram Hindle University of Alberta Pre-print
09:56 6m Talk		Insights into Female Contributions in Open-Source Projects Mining Challenge Arifa Islam Champa Idaho State University, Md Fazle Rabbi Idaho State University, Minhaz F. Zibran Idaho State University, Md Rakibul Islam University of Wisconsin - Eau Claire Pre-print
10:02 6m Talk		The Secret Life of CVEs Mining Challenge Piotr Przymus Nicolaus Copernicus University in Toruń, Mikołaj Fejzer Nicolaus Copernicus University in Toruń, Jakub Narębski Nicolaus Copernicus University in Toruń, Krzysztof Stencel University of Warsaw Pre-print
10:08 6m Talk		Evolution of the Practice of Software Testing in Java Projects Mining Challenge Anisha Islam Department of Computing Science, University of Alberta, Nipuni Tharushika Hewage Department of Computing Science, University of Alberta, Abdul Ali Bangash University of Alberta, Canada, Abram Hindle University of Alberta Pre-print
10:14 6m Talk		Keep the Ball Rolling: Analyzing Release Cadence in GitHub Projects Mining Challenge Oz Kilic Carleton University, Nathaniel Bowness University of Ottawa, Olga Baysal Carleton University Pre-print

13:45 - 14:30	Tutorial #3Tutorials at Meeting Room 109 Chair(s): Alexander Serebrenik Eindhoven University of Technology

13:45 45m Tutorial		Tutorial: Beyond the leading edge. What else is out there? Tutorials Tim Menzies North Carolina State University Pre-print

15:45 - 17:30	Closing SessionVision and Reflection / MSR Awards at Meeting Room 109 Chair(s): Patanamon Thongtanunam The University of Melbourne

15:45 20m Talk		MSR 2023 Doctoral Research Award MSR Awards Eman Abdullah AlOmar Stevens Institute of Technology
16:05 30m Talk		Open Source Software Digital Sociology: Quantifying and Understanding Large Complex Open Source Ecosystems Vision and Reflection Minghui Zhou Peking University
16:35 30m Talk		Human-Centered AI for SE: Reflection and Vision Vision and Reflection David Lo Singapore Management University
17:05 25m Day closing		Closing MSR Awards Emad Shihab Concordia Univeristy

Data and Tool Showcase TrackMSR 2023

Program Display Configuration

Mon 15 MayDisplayed time zone: Hobart change

Tue 16 MayDisplayed time zone: Hobart change

Accepted Papers

Call for Papers

Evaluation Criteria

Important Dates

Submission

Hideaki HataData/Tool Showcase Co-Chair

Shinshu University

Japan

Mairieli WesselData/Tool Showcase Co-Chair

Radboud University

Netherlands

Rabe Abdalkareem

Carleton University

Canada

Ahmad Abdellatif

Concordia University

Canada

Alexandre Decan

University of Mons; F.R.S.-FNRS

Belgium

Abdulaziz Alhefdhi

University of Wollongong

Australia

Carolin Brandt

Delft University of Technology

Netherlands

Fernando Castor

Utrecht University & Federal University of Pernambuco

Bodin Chinthanet

Nara Institute of Science and Technology

Japan

Morakot Choetkiertikul

Mahidol University, Thailand

Thailand

Eunjong Choi

Kyoto Institute of Technology

Japan

Filipe Cogo

Huawei

Canada

Diego Costa

Concordia University, Canada

Canada

Thomas Durieux

KTH

Sweden

Giammaria Giordano

University of Salerno

Italy

Syful Islam

Nara Institute of Science and Technology

Yutaro Kashiwa

Nara Institute of Science and Technology

Japan

Masanari Kondo

Kyushu University

Japan

Vladimir Kovalenko

JetBrains Research

Netherlands

Gunnar Kudrjavets

University of Groningen

United States

Maxime Lamothe

Polytechnique Montréal

Canada

Bin Lin

Radboud University

Fernanda Madeiral

Vrije Universiteit Amsterdam

Netherlands

Rungroj Maipradit

Nara Institute of Science and Technology

Csaba Nagy

Software Institute - USI, Lugano

Mathieu Nassif

Mon 15 May
Displayed time zone: Hobart change

Tue 16 May
Displayed time zone: Hobart change