PROMISE 2023 – Proceedings

19th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2023)

Frontmatter

Invited Talk

Harnessing Predictive Modeling and Software Analytics in the Age of LLM-Powered Software Development (Invited Talk)
Foutse Khomh
(Polytechnique Montréal, Canada)


@InProceedings{PROMISE23p1, author = {Foutse Khomh}, title = {Harnessing Predictive Modeling and Software Analytics in the Age of LLM-Powered Software Development (Invited Talk)}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {1-0}, doi = {10.1145/3617555.3634736}, year = {2023}, } Publisher's Version

Papers

BuggIn: Automatic Intrinsic Bugs Classification Model using NLP and ML
Pragya Bhandari and Gema Rodríguez-Pérez
(University of British Columbia, Canada)


@InProceedings{PROMISE23p12, author = {Pragya Bhandari and Gema Rodríguez-Pérez}, title = {BuggIn: Automatic Intrinsic Bugs Classification Model using NLP and ML}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {12-11}, doi = {10.1145/3617555.3617875}, year = {2023}, } Publisher's Version

Do Developers Fix Continuous Integration Smells?
Ayberk Yaşa, Ege Ergül, Hakan Erdogmus, and Eray Tüzün
(Bilkent University, Turkiye; Carnegie Mellon University, USA)


@InProceedings{PROMISE23p23, author = {Ayberk Yaşa and Ege Ergül and Hakan Erdogmus and Eray Tüzün}, title = {Do Developers Fix Continuous Integration Smells?}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {23-22}, doi = {10.1145/3617555.3617870}, year = {2023}, } Publisher's Version

Large Scale Study of Orphan Vulnerabilities in the Software Supply Chain
David Reid, Kristiina Rahkema, and James Walden
(University of Tennessee at Knoxville, USA; University of Tartu, Estonia; Northern Kentucky University, USA)


@InProceedings{PROMISE23p34, author = {David Reid and Kristiina Rahkema and James Walden}, title = {Large Scale Study of Orphan Vulnerabilities in the Software Supply Chain}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {34-33}, doi = {10.1145/3617555.3617872}, year = {2023}, } Publisher's Version

The FormAI Dataset: Generative AI in Software Security through the Lens of Formal Verification
Norbert Tihanyi, Tamas Bisztray, Ridhi Jain, Mohamed Amine Ferrag, Lucas C. Cordeiro, and Vasileios Mavroeidis
(Technology Innovation Institute, United Arab Emirates; University of Oslo, Norway; University of Manchester, UK)


@InProceedings{PROMISE23p45, author = {Norbert Tihanyi and Tamas Bisztray and Ridhi Jain and Mohamed Amine Ferrag and Lucas C. Cordeiro and Vasileios Mavroeidis}, title = {The FormAI Dataset: Generative AI in Software Security through the Lens of Formal Verification}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {45-44}, doi = {10.1145/3617555.3617874}, year = {2023}, } Publisher's Version Published Artifact Artifacts Available Artifacts Functional

Comparing Word-Based and AST-Based Models for Design Pattern Recognition
Sivajeet Chand, Sushant Kumar Pandey, Jennifer Horkoff, Miroslaw Staron, Miroslaw Ochodek, and Darko Durisic
(Chalmers University of Technology, Sweden; University of Gothenburg, Sweden; Poznan University, Poland; Volvo Cars, Gothenburg, Sweden)


@InProceedings{PROMISE23p56, author = {Sivajeet Chand and Sushant Kumar Pandey and Jennifer Horkoff and Miroslaw Staron and Miroslaw Ochodek and Darko Durisic}, title = {Comparing Word-Based and AST-Based Models for Design Pattern Recognition}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {56-55}, doi = {10.1145/3617555.3617873}, year = {2023}, } Publisher's Version

On Effectiveness of Further Pre-training on BERT Models for Story Point Estimation
Sousuke Amasaki
(Okayama Prefectural University, Japan)


@InProceedings{PROMISE23p67, author = {Sousuke Amasaki}, title = {On Effectiveness of Further Pre-training on BERT Models for Story Point Estimation}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {67-66}, doi = {10.1145/3617555.3617877}, year = {2023}, } Publisher's Version

Automated Fairness Testing with Representative Sampling
Umutcan Karakas and Ayse Tosun
(Istanbul Technical University, Turkiye)


@InProceedings{PROMISE23p78, author = {Umutcan Karakas and Ayse Tosun}, title = {Automated Fairness Testing with Representative Sampling}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {78-77}, doi = {10.1145/3617555.3617871}, year = {2023}, } Publisher's Version

Model Review: A PROMISEing Opportunity
Tim Menzies
(North Carolina State University, USA)


@InProceedings{PROMISE23p89, author = {Tim Menzies}, title = {Model Review: A PROMISEing Opportunity}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {89-88}, doi = {10.1145/3617555.3617876}, year = {2023}, } Publisher's Version

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