EASE 2023
Tue 13 - Fri 16 June 2023 Oulu, Finland
Wed 14 Jun 2023 11:00 - 11:20 at Aurora Hall - AI and Software Engineering Chair(s): Valentina Lenarduzzi

Society’s increasing dependence on Artificial Intelligence (AI) and AI-enabled systems require a more practical approach from software engineering (SE) executives in middle and higher-level management to improve their involvement in implementing AI ethics by making ethical requirements part of their management practices. However, research indicates that most work on implementing ethical requirements in SE management primarily focuses on technical development, with scarce findings for middle and higher-level management. We investigate this by interviewing ten Finnish SE executives in middle and higher-level management to examine how they consider and implement ethical requirements. We use ethical requirements from the European Union (EU) Trustworthy Ethics guidelines for Trustworthy AI as our reference for ethical requirements and an Agile portfolio management framework to analyze implementation. Our findings reveal a general consideration of Privacy and data governance ethical requirements as legal requirements with no other consideration for ethical requirements identified. The findings also show practicable consideration of ethical requirements as Technical robustness and safety for implementation as risk requirements and Societal and environmental well-being for implementation as sustainability requirements. We examine a practical approach to implementing ethical requirements using the ethical risk requirements stack employing the Agile portfolio management framework.

Implementing AI Ethics-Making Sense of the Ethical Requirements presentation (Implementing AI Ethics-Making Sense of the Ethical Requirements presentation.pptx)6.55MiB
Ethical Requirements Stack - A framework for implementing ethical requirements of AI in software engineering practices-tutorial (Ethical Requirements Stack - A framework for implementing ethical requirements of AI in software engineering practices-tutorial.pptx)9.1MiB
Elements of the workshop: The ECCOLA method for generating ethical requirements (ECCOLA_as_framework.pptx)12.93MiB

Wed 14 Jun

Displayed time zone: Athens change

10:30 - 12:00
10:30
20m
Paper
DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications
Research (Full Papers)
Firas Bayram Karlstad University, Bestoun S. Ahmed Karlstad University, Erik Hallin Uddeholms AB, Sweden, Anton Engman Uddeholms AB, Sweden
Pre-print Media Attached File Attached
10:50
10m
Paper
PAFL: Probabilistic Automaton-based Fault Localization for Recurrent Neural Networks
Journal First
Yuta Ishimoto Kyushu University, Masanari Kondo Kyushu University, Naoyasu Ubayashi Kyushu University, Yasutaka Kamei Kyushu University
Link to publication DOI File Attached
11:00
20m
Paper
Implementing AI Ethics: Making Sense of the Ethical Requirements
Research (Full Papers)
Mamia Agbese University of Jyväskylä, Jyväskylä, Finland, Pekka Abrahamsson University of Jyväskylä, Rahul Mohanani University of Jyväskylä, Arif Ali Khan
Pre-print Media Attached File Attached
11:20
10m
Short-paper
Fusion of deep convolutional and LSTM recurrent neural networks for automated detection of code smellsShort Paper
Short Papers and Posters
Anh Ho Hanoi University of Science and Technology, Anh M. T. Bui Hanoi University of Science and Technology, Phuong T. Nguyen University of L’Aquila, Amleto Di Salle European University of Rome
DOI Authorizer link Media Attached File Attached
11:30
20m
Paper
Classification-based Static Collection Selection for Java: Effectiveness and Adaptability
Research (Full Papers)
Noric Couderc Lund University, Christoph Reichenbach Lund University, Emma Söderberg Lund University
Authorizer link Pre-print Media Attached File Attached
11:50
10m
Paper
Too long; didn't read: Automatic summarization of GitHub README.MD with Transformers
Vision and Emerging Results
Thu T. H. Doan VNU University of Engineering and Technology, Phuong T. Nguyen University of L’Aquila, Juri Di Rocco University of L'Aquila, Davide Di Ruscio University of L'Aquila
DOI Authorizer link Media Attached File Attached