Determining preferences over extensions: a cautious approach to preference-based argumentation frameworks

Saul Gebhardt*, Dragan Doder

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

Preferences in abstract argumentation frameworks allow to represent the comparative strength of arguments, or preferences between values that arguments promote. In this paper, we reconsider the approach by Amgoud and Vesic, which computes the extensions of a preference-based argumentation framework by aggregating preferences and attacks into a new attack relation in a way that it favors preferred arguments in conflicts, and then simply applying Dung’s semantics to the resulting graph. We argue that this approach is too rigid in some situations, as it discards other sensible (even if less preferred) alternatives. We propose a more cautious approach to preference-based argumentation, which favors preferred arguments in attacks, but also does not discard feasible alternatives. Our semantics returns a set of extensions and a preference relation between them. It generalizes the approach by Amgoud and Vesic, in the sense that the extensions identified by their semantics will be more preferred than other extensions.
Original languageEnglish
Title of host publicationSymbolic and Quantitative Approaches to Reasoning with Uncertainty
Subtitle of host publicationThe 17th European Conference, ECSQARU 2023
EditorsZied Bouraoui, Srdjan Vesic
PublisherSpringer
Pages109-120
Number of pages12
Volume14294
ISBN (Electronic)978-3-031-45608-4
ISBN (Print)978-3-031-45607-7
DOIs
Publication statusPublished - 19 Nov 2023

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume14294 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Keywords

  • Abstract Argumentation
  • Dung’s Semantics
  • Preferences

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