[PDF][PDF] μ-toksia: an efficient abstract argumentation reasoner

A Niskanen, M Järvisalo - International Conference on …, 2020 - researchportal.helsinki.fi
We describe the µ–toksia argumentation reasoning system. The system supports a range of
different reasoning tasks over both standard and dynamic abstract argumentation …

Deep learning for abstract argumentation semantics

D Craandijk, F Bex - arxiv preprint arxiv:2007.07629, 2020 - arxiv.org
In this paper, we present a learning-based approach to determining acceptance of
arguments under several abstract argumentation semantics. More specifically, we propose …

Arg 2 P: an argumentation framework for explainable intelligent systems

R Calegari, A Omicini, G Pisano… - Journal of Logic and …, 2022 - academic.oup.com
In this paper we present the computational model of Arg 2 P, a logic-based argumentation
framework for defeasible reasoning and agent conversation particularly suitable for …

Using graph convolutional networks for approximate reasoning with abstract argumentation frameworks: A feasibility study

I Kuhlmann, M Thimm - International Conference on Scalable Uncertainty …, 2019 - Springer
We employ graph convolutional networks for the purpose of determining the set of
acceptable arguments under preferred semantics in abstract argumentation problems. While …

Declarative algorithms and complexity results for assumption-based argumentation

T Lehtonen, JP Wallner, M Järvisalo - Journal of Artificial Intelligence …, 2021 - jair.org
The study of computational models for argumentation is a vibrant area of artificial
intelligence and, in particular, knowledge representation and reasoning research …

Automated argument adjudication to solve ethical problems in multi-agent environments

S Bringsjord, NS Govindarajulu… - Paladyn, Journal of …, 2021 - degruyter.com
Suppose an artificial agent a adj, as time unfolds,(i) receives from multiple artificial agents
(which may, in turn, themselves have received from yet other such agents…) propositional …

[PDF][PDF] Determining the Acceptability of Abstract Arguments with Graph Convolutional Networks.

L Malmqvist, T Yuan, P Nightingale… - SAFA …, 2020 - www-users.york.ac.uk
This paper presents a new deep learning approach to sceptical and credulous acceptance
of arguments, two key problems in Abstract Argumentation that are most commonly solved …

[PDF][PDF] On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games: 25 years later

P Baroni, F Toni, B Verheij - Argument & Computation, 2020 - research.rug.nl
On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic
programming and n-person games: 25 y Page 1 University of Groningen On the acceptability of …

[HTML][HTML] Representational transformations: Using maps to write essays

A Binks, A Toniolo, MA Nacenta - International Journal of Human …, 2022 - Elsevier
Essay-writing is a complex, cognitively demanding activity. Essay-writers must synthesise
source texts and original ideas into a textual essay. Previous work found that writers produce …

Qualitative uncertainty and dynamics of argumentation through dynamic logic

A Yuste-Ginel, A Herzig - Journal of Logic and Computation, 2023 - academic.oup.com
Dynamics and uncertainty are essential features of real-life argumentation, and many recent
studies have focused on integrating both aspects into Dung's well-known abstract …