6 papers
Declarative Problem Solving in UAM Strategic Deconfliction
Gioacchino Sterlicchio, Angelo Oddi, Riccardo Rasconi +1
The growing demand for Urban Air Mobility (UAM) introduces significant challenges in airspace management, particularly within densely populated metropolitan regions. As the number…
Fuzzy Quantification over OWL Ontologies and Knowledge Graphs
Enrique PalacÃn, Fernando Bobillo, Ignacio Huitzil +2
This paper presents a versatile framework for evaluating fuzzy quantification queries over both standard and fuzzy ontologies as well as knowledge graphs. The primary objective is…
fEDM+: A Risk-Based Fuzzy Ethical Decision Making Framework with Principle-Level Explainability and Pluralistic Validation
Abeer Dyoub, Francesca A. Lisi
In a previous work, we introduced the fuzzy Ethical Decision-Making framework (fEDM), a risk-based ethical reasoning architecture grounded in fuzzy logic. The original model combin…
ff4ERA: A new Fuzzy Framework for Ethical Risk Assessment in AI
Abeer Dyoub, Ivan Letteri, Francesca A. Lisi
The emergence of Symbiotic AI (SAI) introduces new challenges to ethical decision-making as it deepens human-AI collaboration. As symbiosis grows, AI systems pose greater ethical r…
A Fuzzy Approach to the Specification, Verification and Validation of Risk-Based Ethical Decision Making Models
Abeer Dyoub, Francesca A. Lisi
The ontological and epistemic complexities inherent in the moral domain make it challenging to establish clear standards for evaluating the performance of a moral machine. In this…
Weighted Assumption Based Argumentation to reason about ethical principles and actions
Paolo Baldi, Fabio Aurelio D'Asaro, Abeer Dyoub +1
We augment Assumption Based Argumentation (ABA for short) with weighted argumentation. In a nutshell, we assign weights to arguments and then derive the weight of attacks between A…