The Effect of Preferences in Abstract Argumentation under a Claim-Centric View

In this paper, we study the effect of preferences in abstract argumentation under a claim-centric perspective. Recent work has revealed that semantical and computational properties can change when reasoning is performed on claim-level rather than on the argument-level, while under certain natural restrictions (arguments with the same claims have the same outgoing attacks) these properties are conserved. We now investigate these effects when, in addition, preferences have to be taken into account and consider four prominent reductions to handle preferences between arguments. As we shall see, these reductions give rise to four new classes of claim-augmented argumentation frameworks. These classes behave differently from each other with respect to semantic properties and computational complexity, but also in connection with structured argumentation formalisms such as assumption-based argumentation. This strengthens the view that the actual choice for handling preferences has to be taken with care.

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Publication Details

Journal
Journal of Artificial Intelligence Research
Published
2024-09-23
DOI
https://doi.org/10.1613/jair.1.15932
Citations
2
Primary Topic
Advanced Text Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.69

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article

The Effect of Preferences in Abstract Argumentation under a Claim-Centric View

Stefan Woltran, Anna Rapberger, Wolfgang Dvořák, M Bernreiter
2 citations
Journal of Artificial Intelligence Research
Advanced Text Analysis Techniques
0.69
article

The Effect of Preferences in Abstract Argumentation under a Claim-Centric View

Stefan Woltran, Anna Rapberger, Wolfgang Dvořák, M Bernreiter
article en
2 citations

Abstract

In this paper, we study the effect of preferences in abstract argumentation under a claim-centric perspective. Recent work has revealed that semantical and computational properties can change when reasoning is performed on claim-level rather than on the argument-level, while under certain natural restrictions (arguments with the same claims have the same outgoing attacks) these properties are conserved. We now investigate these effects when, in addition, preferences have to be taken into account and consider four prominent reductions to handle preferences between arguments. As we shall see, these reductions give rise to four new classes of claim-augmented argumentation frameworks. These classes behave differently from each other with respect to semantic properties and computational complexity, but also in connection with structured argumentation formalisms such as assumption-based argumentation. This strengthens the view that the actual choice for handling preferences has to be taken with care.

Journal of Artificial Intelligence ResearchVol. 81
TU Wien (AT), Wienerberger (Czechia) (CZ), Imperial College London (GB)
Vienna Science and Technology Fund, Austrian Science Fund
Openalex Percentile: Top 24%
Advanced Text Analysis Techniques
0.69
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The Effect of Preferences in Abstract Argumentation under a Claim-Centric View — Stefan Woltran, Anna Rapberger, et al. · Journal of Artificial Intelligence Research (2024) | TGRS Research Map | TGRS