This paper presents a novel SAT-based approach for the computation of extensions in abstract argumentation, with focus on preferred semantics, and an empirical evaluation of its performances. The approach is based on the idea of reducing the problem of computing complete extensions to a SAT problem and then using a depth-first search method to derive preferred extensions. The proposed approach has been tested using two distinct SAT solvers and compared with three state-of-the-art systems for preferred extension computation. It turns out that the proposed approach delivers significantly better performances in the large majority of the considered cases.

Computing preferred extensions in abstract argumentation: A SAT-based approach

Cerutti, Federico;GIACOMIN, Massimiliano;
2014-01-01

Abstract

This paper presents a novel SAT-based approach for the computation of extensions in abstract argumentation, with focus on preferred semantics, and an empirical evaluation of its performances. The approach is based on the idea of reducing the problem of computing complete extensions to a SAT problem and then using a depth-first search method to derive preferred extensions. The proposed approach has been tested using two distinct SAT solvers and compared with three state-of-the-art systems for preferred extension computation. It turns out that the proposed approach delivers significantly better performances in the large majority of the considered cases.
2014
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Ateneo di appartenenza
E. Black, S. Modgil, N. Oren
PE6_7 Artificial intelligence, intelligent systems, multi agent systems
Esperti anonimi
Inglese
no
2nd International Workshop on the Theory and Applications of Formal Argumentation, TAFA 2013
2013
Beijing, chn
Internazionale
STAMPA
8306
176
193
18
9783642543722
9783642543722
Springer Verlag
http://springerlink.com/content/0302-9743/copyright/2005/
none
Cerutti, Federico; Dunne, Paul E.; Giacomin, Massimiliano; Vallati, Mauro
273
info:eu-repo/semantics/conferenceObject
4
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/484878
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