EASE 2023
Tue 13 - Fri 16 June 2023 Oulu, Finland
Wed 14 Jun 2023 16:50 - 17:00 at Aurora Hall - Methodology and Secondary Studies Chair(s): Thomas Fehlmann

Vita Santa Barletta, Danilo Caivano, Domenico Gigante and Azzurra Ragone

In the last years, the raise of Artificial Intelligence (AI), and its pervasiveness in our lives, has sparked a flourishing debate about the ethical principles that should lead its implementation and use in society. Driven by these concerns, we conduct a rapid review of several frameworks providing principles, guidelines, and/or tools to help practitioners in the development and deployment of Responsible AI (RAI) applications. We map each framework w.r.t. the different Software Development Life Cycle (SDLC) phases discovering that most of these frameworks fall just in the \textit{Requirements Elicitation} phase, leaving the other phases uncovered. Very few of these frameworks offer supporting tools for practitioners, and they are mainly provided by private companies. Our results reveal that there is not a “catching-all” framework supporting both technical and non-technical stakeholders in the implementation of real-world projects. Our findings highlight the lack of a comprehensive framework encompassing all RAI principles and all (SDLC) phases that could be navigated by users with different skill sets and with different goals.

Presentation (EASE-rapid_review_deck.pptx)1.32MiB

Wed 14 Jun

Displayed time zone: Athens change

15:30 - 17:00
Methodology and Secondary StudiesEASIER / Research (Full Papers) / Short Papers and Posters / Journal First at Aurora Hall
Chair(s): Thomas Fehlmann Euro Project Office
15:30
20m
Paper
On the Reliability of the Area Under the ROC Curve in Empirical Software Engineering
Research (Full Papers)
Luigi Lavazza Università degli Studi dell'Insubria, Sandro Morasca Università degli Studi dell'Insubria, Gabriele Rotoloni
Pre-print File Attached
15:50
10m
Short-paper
Improving the Reporting of Threats to Construct ValidityShort Paper
Short Papers and Posters
Dag Sjøberg University of Oslo, Gunnar Rye Bergersen University of Oslo
DOI Pre-print File Attached
16:00
20m
Paper
A Systematic Literature Review on Client Selection in Federated Learning
Research (Full Papers)
Carl Smestad , Jingyue Li Norwegian University of Science and Technology
DOI Authorizer link Pre-print Media Attached File Attached
16:20
10m
Paper
A Means to what End? Evaluating the Explainability of Software Systems using Goal-Oriented Heuristics
EASIER
Hannah Deters Leibniz University Hannover, Jakob Droste Leibniz Universität Hannover, Kurt Schneider Leibniz Universität Hannover, Software Engineering Group
DOI File Attached
16:30
10m
Paper
Applications of natural language processing in software traceability: A systematic mapping study
Journal First
Zaki Pauzi University of Groningen, BP plc, Andrea Capiluppi University of Groningen
Link to publication DOI File Attached
16:40
10m
Paper
Burnout in software engineering: A systematic mapping study
Journal First
Tien Rahayu Tulili University of Groningen, Andrea Capiluppi University of Groningen, Ayushi Rastogi University of Groningen, The Netherlands
Link to publication DOI File Attached
16:50
10m
Paper
A rapid review of Responsible AI frameworks: How to guide the development of ethical AI
EASIER
Vita Santa Barletta University of Bari, Danilo Caivano University of Bari, Domenico Gigante SER&Practices and University of Bari
Pre-print File Attached