P Baroni, A Rago, F Toni - International Journal of Approximate Reasoning, 2019 - Elsevier
The study of properties of gradual evaluation methods in argumentation has received increasing attention in recent years, with studies devoted to various classes of …
An argumentation framework is a pair made of a graph and a semantics. The nodes and the edges of the graph represent respectively arguments and relations (eg, attacks, supports) …
P Baroni, A Rago, F Toni - Proceedings of the AAAI Conference on …, 2018 - ojs.aaai.org
The study of properties of gradual evaluation methods in argumentation has received increasing attention in recent years, with studies devoted to various classes of …
As AI systems become ever more intertwined in our personal lives, the way in which they explain themselves to and interact with humans is an increasingly critical research area. The …
The principle-based or axiomatic approach is a methodology to choose an argumentation semantics for a particular application, and to guide the search for new argumentation …
L Amgoud, J Ben-Naim - International Journal of Approximate Reasoning, 2018 - Elsevier
The paper tackled the issue of arguments evaluation in weighted bipolar argumentation graphs (ie, graphs whose arguments have basic strengths, and may be both supported and …
L Rizzo, L Longo - Expert Systems with Applications, 2020 - Elsevier
Several non-monotonic formalisms exist in the field of Artificial Intelligence for reasoning under uncertainty. Many of these are deductive and knowledge-driven, and also employ …
Consider an argument A that is attacked by an argument B, while A is preferred to B. Existing approaches will either ignore the attack or reverse it. In this paper we introduce a new …
Neural networks (NNs) have various applications in AI, but explaining their decisions remains challenging. Existing approaches often focus on explaining how changing …