Explanations for Answer Set Programming

Mario Alviano
(University of Calabria)
Ly Ly Trieu
(New Mexico State Universty)
Tran Cao Son
(New Mexico State Universty)
Marcello Balduccini
(Saint Joseph's University)

The paper presents an enhancement of xASP, a system that generates explanation graphs for Answer Set Programming (ASP). Different from xASP, the new system, xASP2, supports different clingo constructs like the choice rules, the constraints, and the aggregates such as #sum, #min. This work formalizes and presents an explainable artificial intelligence system for a broad fragment of ASP, capable of shrinking as much as possible the set of assumptions and presenting explanations in terms of directed acyclic graphs.

In Enrico Pontelli, Stefania Costantini, Carmine Dodaro, Sarah Gaggl, Roberta Calegari, Artur D'Avila Garcez, Francesco Fabiano, Alessandra Mileo, Alessandra Russo and Francesca Toni: Proceedings 39th International Conference on Logic Programming (ICLP 2023), Imperial College London, UK, 9th July 2023 - 15th July 2023, Electronic Proceedings in Theoretical Computer Science 385, pp. 27–40.
Published: 12th September 2023.

ArXived at: https://dx.doi.org/10.4204/EPTCS.385.4 bibtex PDF
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