[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 …

Graph embeddings for argumentation quality assessment

S Marro, E Cabrio, S Villata - … 2022-Conference on Empirical Methods in …, 2022 - hal.science
Argumentation is used by people both internally, by evaluating arguments and
counterarguments to make sense of a situation and take a decision, and externally, eg, in a …

Identifying Reasons for Bias: An Argumentation-Based Approach

M Waller, O Rodrigues, O Cocarascu - Proceedings of the AAAI …, 2024 - ojs.aaai.org
As algorithmic decision-making systems become more prevalent in society, ensuring the
fairness of these systems is becoming increasingly important. Whilst there has been …

Inverse problems for gradual semantics

N Oren, B Yun, S Vesic… - Thirty-First International …, 2022 - univ-artois.hal.science
Gradual semantics with abstract argumentation provide each argument with a score
reflecting its acceptability. Many different gradual semantics have been proposed in the …

Explaining black-box classifiers: Properties and functions

L Amgoud - International Journal of Approximate Reasoning, 2023 - Elsevier
Explaining black-box classification models is a hot topic in AI, with the overall goal of
improving trust in decisions made by such models. Several works have been done and …

[HTML][HTML] Inferring attack relations for gradual semantics

N Oren, B Yun - Argument & Computation, 2023 - content.iospress.com
A gradual semantics takes a weighted argumentation framework as input and outputs a final
acceptability degree for each argument, with different semantics performing the computation …

Formalising an aspect of argument strength: Degrees of attackability

H Prakken - Computational Models of Argument, 2022 - ebooks.iospress.nl
This paper formally studies a notion of dialectical argument strength in terms of the number
of ways in which an argument can be successfully attacked in expansions of an abstract …

[HTML][HTML] Translational argument technology: Engineering a step change in the argument web

J Lawrence, J Visser, C Reed - Journal of Web Semantics, 2023 - Elsevier
Following the establishment in 2006 of a representational standard for the computational
handling of structures of argumentation, the Argument Interchange Format, it became …

[HTML][HTML] An Abstract and Structured Account of Dialectical Argument Strength

H Prakken - Artificial Intelligence, 2024 - Elsevier
This paper presents a formal model of dialectical argument strength in terms of the number
of ways in which an argument can be successfully attacked in expansions of an abstract …

A general approach to extension-based semantics in abstract argumentation

L Tan, Z Zhu, J Zhang - Artificial Intelligence, 2023 - Elsevier
After a few decades of development, computational argumentation has become one of the
active areas in AI. This paper proposes a general approach to deal with semantic related …