TY - GEN
T1 - On Computing Admissibility in ABA
AU - Lehtonen, Tuomo
AU - Rapberger, Anna
AU - Toni, Francesca
AU - Ulbricht, Markus
AU - Wallner, Johannes P.
PY - 2024
Y1 - 2024
N2 - Most existing computational tools for assumption-based argumentation (ABA) focus on so-called flat frameworks, disregarding the more general case. Here, we study an instantiation-based approach for reasoning in possibly non-flat ABA. For complete-based semantics, an approach of this kind was recently introduced, based on a semantics-preserving translation between ABA and bipolar argumentation frameworks (BAFs). Admissible semantics, however, require us to consider an extension of BAFs which also makes use of premises of arguments (pBAFs). We explore basic properties of pBAFs which we require as a theoretical underpinning for our proposed instantiation-based solver for non-flat ABA under admissible semantics. As our empirical evaluation shows, depending on the ABA instances, the instantiation-based solver is competitive against an ASP-based approach implemented in the style of state-of-the-art solvers for hard argumentation problems.
AB - Most existing computational tools for assumption-based argumentation (ABA) focus on so-called flat frameworks, disregarding the more general case. Here, we study an instantiation-based approach for reasoning in possibly non-flat ABA. For complete-based semantics, an approach of this kind was recently introduced, based on a semantics-preserving translation between ABA and bipolar argumentation frameworks (BAFs). Admissible semantics, however, require us to consider an extension of BAFs which also makes use of premises of arguments (pBAFs). We explore basic properties of pBAFs which we require as a theoretical underpinning for our proposed instantiation-based solver for non-flat ABA under admissible semantics. As our empirical evaluation shows, depending on the ABA instances, the instantiation-based solver is competitive against an ASP-based approach implemented in the style of state-of-the-art solvers for hard argumentation problems.
U2 - 10.3233/FAIA240315
DO - 10.3233/FAIA240315
M3 - Conference article in proceedings
T3 - Frontiers in Artificial Intelligence and Applications
SP - 121
EP - 132
BT - Computational Models of Argument : Proceedings of COMMA 2024
PB - IOS Press
T2 - International Conference on Computational Models of Argument
Y2 - 18 September 2024 through 20 September 2024
ER -