A probabilistic approach to modelling uncertain logical arguments

A Hunter - International Journal of Approximate Reasoning, 2013 - Elsevier
Argumentation can be modelled at an abstract level using a directed graph where each
node denotes an argument and each arc denotes an attack by one argument on another …

A quantitative argumentation-based Automated eXplainable Decision System for fake news detection on social media

H Chi, B Liao - Knowledge-Based Systems, 2022 - Elsevier
Social media is flooded with rumors, which make fake news detection a pressing problem.
Many black-box approaches have been proposed to automatically predict the veracity of …

[HTML][HTML] Acceptance in incomplete argumentation frameworks

D Baumeister, M Järvisalo, D Neugebauer… - Artificial Intelligence, 2021 - Elsevier
Abstract argumentation frameworks (AFs), originally proposed by Dung, constitute a central
formal model for the study of computational aspects of argumentation in AI. Credulous and …

Acceptability semantics for weighted argumentation frameworks

L Amgoud, J Ben-Naim, D Doder, S Vesic - Twenty-Sixth International …, 2017 - hal.science
The paper studies semantics that evaluate arguments in argumentation graphs, where each
argument has a basic strength, and may be attacked by other arguments. It starts by defining …

A probabilistic semantics for abstract argumentation

M Thimm - ECAI 2012, 2012 - ebooks.iospress.nl
Classical semantics for abstract argumentation frameworks are usually defined in terms of
extensions or, more recently, labelings. That is, an argument is either regarded as accepted …

[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 …

[PDF][PDF] Foundations of implementations for formal argumentation

F Cerutti, SA Gaggl, M Thimm… - IfCoLog Journal of …, 2017 - iccl.inf.tu-dresden.de
Federico Cerutti, Sarah A. Gaggl, Matthias Thimm, Johannes P. Wallner abstract. We survey
the current state of the art of general techniques, as well as specific software systems for …

Evaluation of argument strength in attack graphs: Foundations and semantics

L Amgoud, D Doder, S Vesic - Artificial Intelligence, 2022 - Elsevier
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) …

Probabilistic reasoning with abstract argumentation frameworks

A Hunter, M Thimm - Journal of Artificial Intelligence Research, 2017 - jair.org
Abstract argumentation offers an appealing way of representing and evaluating arguments
and counterarguments. This approach can be enhanced by considering probability …

Incomplete argumentation frameworks: Properties and complexity

G Alfano, S Greco, F Parisi, I Trubitsyna - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Abstract Dung's Argumentation Framework (AF) has been extended in several directions,
including the possibility of representing unquantified uncertainty about the existence of …