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BEWARE 2022 Bias, Risk, Opacity, Machine Ethics, Explainability, Ethics & AI, Udine (Italy) 28 Nov-2 Dec 2022

BEWARE
https://sites.google.com/view/beware2022/

Joint BRIO Workshop (Bias, Risk and Opacity in AI), ME&E-LP Workshop 
(Machine Ethics & Explainability - the Role of Logic Programming), and 
AWARE AI Workshop (Ethics and AI, a two-way relationship)

Co-located with AIxIA 2022
November 28 - December 2, 2022,
University of Udine, Udine, Italy

The workshop invites submissions from computer scientists, philosophers, economists and sociologists wanting to discuss contributions ranging from the formulation of epistemic and normative principles for AI, their conceptual representation in formal models, to their development in formal design procedures and translation into computational implementations.

Topics of interest include, but are not at all limited to:

• Conceptual and formal definitions of bias, risk and opacity in AI
• Epistemological and normative principles for fair and trustworthy AI
• Ethical AI and the challenges brought by AI to Ethics
• Explainable AI
• Uncertainty in AI
• Ontological modelling of trustworthy as opposed to biased AI systems
• Defining trust and its determinants for implementation in AI systems
• Methods for evaluating and comparing the performances of AI systems
• Approaches to verification of ethical behaviour
• Logic Programming Applications in Machine Ethics
• Integrating Logic Programing with methods for Machine Ethics and Explainable AI

Submission
The workshop invites (possibly non-original) submissions of FULL PAPERS (up to 15 pages) and SHORT PAPERS (up to 5 pages). Short papers are particularly suitable to present work in progress, extended abstracts, doctoral theses, or general overviews of research projects. Note that all papers will undergo a careful peer-reviewer process and, if accepted, camera-ready versions of the papers will be published on the AIxIA subseries of CEUR proceedings (Scopus indexed).

Manuscripts must be formatted using the 1-column CEUR-ART Style. For more information, please see the CEUR website http://ceur-ws.org/HOWTOSUBMIT.html. Papers must be submitted through EasyChair https://easychair.org/conferences/?conf=beware22.

Important Dates
Submission deadline: 23 September 2022
Notification: 21 October 2022
Camera ready: 18 November 2022

Organization and Programme Committee
https://sites.google.com/view/beware2022/organization-and-pc
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