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 …

[HTML][HTML] Empirical evaluation of abstract argumentation: Supporting the need for bipolar and probabilistic approaches

S Polberg, A Hunter - International Journal of Approximate Reasoning, 2018 - Elsevier
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 …

[HTML][HTML] Verification in incomplete argumentation frameworks

D Baumeister, D Neugebauer, J Rothe, H Schadrack - Artificial Intelligence, 2018 - Elsevier
We tackle the problem of expressing incomplete knowledge in abstract argumentation
frameworks originally introduced by Dung [26]. In applications, incomplete argumentation …

Probabilistic argumentation: A survey

A Hunter, S Polberg, N Potyka, T Rienstra, M Thimm - 2021 - orca.cardiff.ac.uk
Argumentation is inherently pervaded by uncertainty, which can arise as a result of the
context in which argumentation is used, the kinds of agents that are involved in a given …

On the complexity of probabilistic abstract argumentation frameworks

B Fazzinga, S Flesca, F Parisi - ACM Transactions on Computational …, 2015 - dl.acm.org
Probabilistic abstract argumentation combines Dung's abstract argumentation framework
with probability theory in order to model uncertainty in argumentation. In this setting, we …

[PDF][PDF] Revisiting the Notion of Extension over Incomplete Abstract Argumentation Frameworks.

B Fazzinga, S Flesca, F Furfaro - IJCAI, 2020 - academia.edu
We revisit the notion of i-extension, ie, the adaption of the fundamental notion of extension to
the case of incomplete Abstract Argumentation Frameworks. We show that the definition of …

[HTML][HTML] Probabilistic abstract argumentation frameworks, a possible world view

T Mantadelis, S Bistarelli - International Journal of Approximate Reasoning, 2020 - Elsevier
After Dung's founding work in Abstract Argumentation Frameworks there has been a
growing interest in extending the Dung's semantics in order to describe more complex or …

[HTML][HTML] Complexity of fundamental problems in probabilistic abstract argumentation: Beyond independence

B Fazzinga, S Flesca, F Furfaro - Artificial Intelligence, 2019 - Elsevier
The complexity of the probabilistic counterparts of the classical verification and acceptance
problems is investigated over probabilistic Abstract Argumentation Frameworks (prAAFs), in …

[PDF][PDF] Probabilistic bipolar abstract argumentation frameworks: complexity results.

B Fazzinga, S Flesca, F Furfaro - IJCAI, 2018 - ijcai.org
Abstract Probabilistic Bipolar Abstract Argumentation Frameworks (prBAFs) are considered,
and the complexity of the fundamental problem of computing extensions' probabilities is …

Probabilistic argumentation frameworks–a logical approach

D Doder, S Woltran - International Conference on Scalable Uncertainty …, 2014 - Springer
Abstract argumentation is nowadays a vivid field within artificial intelligence and has seen
different developments recently. In particular, enrichments of the standard Dung frameworks …