Argumentative XAI: a survey

K Čyras, A Rago, E Albini, P Baroni, F Toni - arXiv preprint arXiv …, 2021 - arxiv.org
Explainable AI (XAI) has been investigated for decades and, together with AI itself, has
witnessed unprecedented growth in recent years. Among various approaches to XAI …

Argumentation and explainable artificial intelligence: a survey

A Vassiliades, N Bassiliades, T Patkos - The Knowledge …, 2021 - cambridge.org
Argumentation and eXplainable Artificial Intelligence (XAI) are closely related, as in the
recent years, Argumentation has been used for providing Explainability to AI. Argumentation …

Promoting critical thinking in an online, project-based course

C Cortázar, M Nussbaum, J Harcha, D Alvares… - Computers in Human …, 2021 - Elsevier
Education institutions are expected to contribute to the development of students' critical
thinking skills. Due to COVID-19, there has been a surge in interest in online teaching. The …

Explainable AI and law: an evidential survey

KMG Richmond, SM Muddamsetty… - Digital Society, 2024 - Springer
Decisions made by legal adjudicators and administrative decision-makers often found upon
a reservoir of stored experiences, from which is drawn a tacit body of expert knowledge …

A grounded interaction protocol for explainable artificial intelligence

P Madumal, T Miller, L Sonenberg, F Vetere - arXiv preprint arXiv …, 2019 - arxiv.org
Explainable Artificial Intelligence (XAI) systems need to include an explanation model to
communicate the internal decisions, behaviours and actions to the interacting humans …

A multi-component framework for the analysis and design of explainable artificial intelligence

MY Kim, S Atakishiyev, HKB Babiker… - Machine Learning and …, 2021 - mdpi.com
The rapid growth of research in explainable artificial intelligence (XAI) follows on two
substantial developments. First, the enormous application success of modern machine …

[HTML][HTML] Explainable acceptance in probabilistic and incomplete abstract argumentation frameworks

G Alfano, M Calautti, S Greco, F Parisi, I Trubitsyna - Artificial Intelligence, 2023 - Elsevier
Abstract Dung's Argumentation Framework (AF) has been extended in several directions,
including the possibility of representing uncertainty about the existence of arguments and …

In memoriam Douglas N. Walton: the influence of Doug Walton on AI and law

K Atkinson, T Bench-Capon, F Bex, TF Gordon… - Artificial Intelligence and …, 2020 - Springer
Doug Walton, who died in January 2020, was a prolific author whose work in informal logic
and argumentation had a profound influence on Artificial Intelligence, including Artificial …

Beyond explainability: justifiability and contestability of algorithmic decision systems

C Henin, D Le Métayer - Ai & Society, 2022 - Springer
In this paper, we point out that explainability is useful but not sufficient to ensure the
legitimacy of algorithmic decision systems. We argue that the key requirements for high …

Developing critical thinking in technical and vocational education and training

F López, M Contreras, M Nussbaum, R Paredes… - Education …, 2023 - mdpi.com
Critical thinking has been difficult to develop in technical and vocational education and
training, where acquiring practical skills is often the priority. This study looks at whether tried …