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 …
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 …
Many black-box approaches have been proposed to automatically predict the veracity of …
[HTML][HTML] Acceptance in incomplete argumentation frameworks
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 …
formal model for the study of computational aspects of argumentation in AI. Credulous and …
Acceptability semantics for weighted argumentation frameworks
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 …
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 …
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
Abstract Dung's Argumentation Framework (AF) has been extended in several directions,
including the possibility of representing uncertainty about the existence of arguments and …
including the possibility of representing uncertainty about the existence of arguments and …
[PDF][PDF] Foundations of implementations for formal argumentation
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 …
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
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) …
edges of the graph represent respectively arguments and relations (eg, attacks, supports) …
Probabilistic reasoning with abstract argumentation frameworks
Abstract argumentation offers an appealing way of representing and evaluating arguments
and counterarguments. This approach can be enhanced by considering probability …
and counterarguments. This approach can be enhanced by considering probability …
Incomplete argumentation frameworks: Properties and complexity
Abstract Dung's Argumentation Framework (AF) has been extended in several directions,
including the possibility of representing unquantified uncertainty about the existence of …
including the possibility of representing unquantified uncertainty about the existence of …