Argumentation and explainable artificial intelligence: a survey
Argumentation and eXplainable Artificial Intelligence (XAI) are closely related, as in the
recent years, Argumentation has been used for providing Explainability to AI. Argumentation …
recent years, Argumentation has been used for providing Explainability to AI. Argumentation …
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 …
[HTML][HTML] From fine-grained properties to broad principles for gradual argumentation: A principled spectrum
The study of properties of gradual evaluation methods in argumentation has received
increasing attention in recent years, with studies devoted to various classes of …
increasing attention in recent years, with studies devoted to various classes of …
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 …
How many properties do we need for gradual argumentation?
The study of properties of gradual evaluation methods in argumentation has received
increasing attention in recent years, with studies devoted to various classes of …
increasing attention in recent years, with studies devoted to various classes of …
The principle-based approach to abstract argumentation semantics
L van der Torre, S Vesic - IfCoLog Journal of Logics and Their …, 2017 - orbilu.uni.lu
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 …
semantics for a particular application, and to guide the search for new argumentation …
[HTML][HTML] Empirical evaluation of abstract argumentation: Supporting the need for bipolar and probabilistic approaches
In dialogical argumentation, it is often assumed that the involved parties will always correctly
identify the intended statements posited by each other and realize all of the associated …
identify the intended statements posited by each other and realize all of the associated …
Constraints and changes: A survey of abstract argumentation dynamics
This paper addresses the issue of the dynamic enforcement of a constraint in an
argumentation system. The system consists in (1) an argumentation framework, made up …
argumentation system. The system consists in (1) an argumentation framework, made up …
Abstract argumentation framework with conditional preferences
Abstract Dung's abstract Argumentation Framework (AF) has emerged as a central
formalism in the area of knowledge representation and reasoning. Preferences in AF allow …
formalism in the area of knowledge representation and reasoning. Preferences in AF allow …