Abstract
The emptiness problem of the preferred semantics and the non-existence problem of the stable semantics are well recognized for argumentation frameworks. In this paper, we introduce two strong semantics, named s-preferred semantics and s-stable semantics, to guarantee the non-emptiness of the preferred extensions and the existence of the stable extensions respectively. Our semantics are defined by two concepts of extensions of argumentation frameworks, namely s-preferred extension and s-stable extension. Each is constructed in a similar way to the original semantics. The novelty of our semantics is that an extension of an argumentation framework is considered as a pair of sets of arguments, in which the second element of an extension is viewed as a kind of hypotheses that should be minimized. The s-preferred semantics not only solves the emptiness problem of the preferred semantics, but also coincides with the preferred semantics when nonempty preferred extensions exist. Meanwhile, the s-stable semantics ensures the existence of extensions, and coincides with the stable semantics when the stable extensions exist as well. The relations among various semantics for argumentation frameworks are discussed.
Similar content being viewed by others
References
Amgoud, L., Besnard, P.: Bridging the gap between abstract argumentation systems and logic. In: Godo, L., Pugliese, A. (eds.) SUM. LNCS, vol. 5785, pp. 12–27. Springer (2009)
Amgoud, L., Cayrol, C.: Inferring from inconsistency in preference-based argumentation frameworks. J. Autom. Reason. 29(2), 125–169 (2002)
Amgoud, L., Cayrol, C.: A reasoning model based on the production of acceptable arguments. Ann. Math. Artif. Intell. 34(1–3), 197–215 (2002)
Amgoud, L., Dimopoulos, Y., Moraitis, P.: A general framework for argumentation-based negotiation. In: Proceedings of the 4th International Conference on Argumentation in Multi-Agent Systems, pp. 1–17. Springer (2007)
Baroni, P., Giacomin, M.: Solving semantic problems with odd-length cycles in argumentation. In: Nielsen, T.D., Zhang, N.L. (eds.) ECSQARU. LNCS, vol. 2711, pp. 440–451. Springer (2003)
Baroni, P., Giacomin, M.: Resolution-based argumentation semantics. In: Besnard, P., Doutre, S., Hunter, A. (eds.) COMMA. Frontiers in Artificial Intelligence and Applications, vol. 172, pp. 25–36. IOS Press (2008)
Baroni, P., Giacomin, M.: Skepticism relations for comparing argumentation semantics. Int. J. Approx. Reason. 50(6), 854–866 (2009)
Baroni, P., Giacomin, M., Guida, G.: Scc-recursiveness: a general schema for argumentation semantics. Artif. Intell. 168(1–2), 162–210 (2005)
Bench-Capon, T.J.M.: Value-based argumentation frameworks. In: Benferhat, S., Giunchiglia, E. (eds.) NMR, pp. 443–454 (2002)
Bench-Capon, T.J.M., Dunne, P.E.: Argumentation in artificial intelligence. Artif. Intell. 171(10–15), 619–641 (2007)
Bodanza, G.A., Tohmé, F.A.: Two approaches to the problems of self-attacking arguments and general odd-length cycles of attack. J. Appl. Logic 7(4), 403–420 (2009)
Bondarenko, A., Dung, P.M., Kowalski, R.A., Toni, F.: An abstract, argumentation-theoretic approach to default reasoning. Artif. Intell. 93, 63–101 (1997)
Bondarenko, A., Toni, F., Kowalski, R.A.: An assumption-based framework for non-monotonic reasoning. In: LPNMR, pp. 171–189 (1993)
Caminada, M.: Contamination in formal argumentation systems. In: Verbeeck, K., Tuyls, K., Nowé, A., Manderick, B., Kuijpers, B. (eds.) BNAIC, pp. 59–65. Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten (2005)
Caminada, M.: Semi-stable semantics. In: Dunne, P.E., Bench-Capon, T.J.M. (eds.) COMMA. Frontiers in Artificial Intelligence and Applications, vol. 144, pp. 121–130. IOS Press (2006)
Caminada, M., Amgoud, L.: On the evaluation of argumentation formalisms. Artif. Intell. 171(5–6), 286–310 (2007)
Caminada, M., Wu, Y.: An argument game for stable semantics. Log. J. IGPL 17(1), 77–90 (2009)
Coste-Marquis, S., Devred, C., Marquis, P.: Prudent semantics for argumentation frameworks. In: 17th International Conference on Tools with Artificial Intelligence (ICATI), pp. 568–572. IEEE Computer Society (2005)
Dung, P.M.: On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games. Artif. Intell. 77(2), 321–358 (1995)
Dung, P.M., Mancarella, P., Toni, F.: A dialectic procedure for sceptical, assumption-based argumentation. In: Dunne, P.E., Bench-Capon, T.J.M. (eds.) COMMA. Frontiers in Artificial Intelligence and Applications, vol. 144, pp. 145–156. IOS Press (2006)
Dunne, P.E., Bench-Capon, T.J.M.: Complexity and combinatorial properties of argument systems. Technical report, University of Liverpool, Department of Computer Science (2001)
Dunne, P.E., Bench-Capon, T.J.M.: Coherence in finite argument systems. Artif. Intell. 141(1/2), 187–203 (2002)
Elvang-Gøransson, M., Hunter, A.: Argumentative logics: reasoning with classically inconsistent information. Data Knowl. Eng. 16(2), 125–145 (1995)
Gelfond, M., Lifschitz, V.: The stable model semantics for logic programming. In: ICLP/SLP, pp. 1070–1080 (1988)
Kakas, A., Amgoud, L., Kern-Isberner, G., Maudet, N., Moraitis, P.: Aba: argumentation-based agents. In: Proceeding of the 19th European Conference on Artificial Intelligence. Frontiers in Artificial Intelligence and Applications, vol. 215, pp. 1005–1006. IOS Press (2010)
Makinson, D., Schlechta, K.: Floating conclusions and zombie paths: two deep difficulties in the “directly skeptical” approach to defeasible inheritance nets. Artif. Intell. 48(2), 199–209 (1991)
Modgil, S.: Reasoning about preferences in argumentation frameworks. Artif. Intell. 173(9–10), 901–934 (2009)
Mozina, M., Zabkar, J., Bratko, I.: Argument-based machine learning. Artif. Intell. 171(10–15), 922–937 (2007)
Nieves, J.C., Cortés, U., Osorio, M., Olmos, I., Gonzalez, J.A.: Defining new argumentation-based semantics by minimal models. In: 7th Mexican International Conference on Computer Science (ENC), pp. 210–220. IEEE Computer Society (2006)
Pollock, J.L.: Nomic Probability and the Foundation of Induction. Oxford University Press, New York (1990)
Pollock, J.L.: How to reason defeasibly. Artif. Intell. 57(1), 1–42 (1992)
Pollock, J.L.: Justification and defeat. Artif. Intell. 67(2), 377–407 (1994)
Prakken, H.: Logical Tools for Modelling Legal Argument: A Study of Defeasible Reasoning in Law. Kluwer Academic, Dordrecht (1997)
Prakken, H., Sartor, G.: Argument-based extended logic programming with defeasible priorities. J. Appl. Non-Class. Log. 7(1), 25–75 (1997)
Prakken, H., Vreeswijk, G.: Logics for defeasible argumentation. In: Gabbay, D.M., Guenthner, F. (eds.) Handbook of Philosophical Logic, 2nd edn. Kluwer Academic, Dordrecht (2002)
Schlechta, K.: Directly sceptical inheritance cannot capture the intersection of extensions. J. Log. Comput. 3(5), 455–467 (1993)
Vreeswijk, G.: Abstract argumentation systems. Artif. Intell. 90(1–2), 225–279 (1997)
Wang, K.: Argumentation-based abduction in disjunctive logic programming. J. Log. Program. 45(1–3), 105–141 (2000)
Zhang, X., Zhang, Z., Lin, Z.: An argumentative semantics for paraconsistent reasoning in description logic alc. In: Proceedings of the 22nd International Workshop on Description Logics. CEUR Workshop Proceedings, vol. 477, pp. 1–11. CEUR-WS.org (2009)
Zhang, X., Zhang, Z., Xu, D., Lin, Z.: Argumentation-based reasoning with inconsistent knowledge bases. In: Proceedings of the 23rd Canadian Conference on Artificial Intelligence. LNCS, vol. 6085, pp. 87–99. Springer (2010)
Zhang, Z., Lin, Z.: Enhancing dung’s preferred semantics. In: Link, S., Prade, H. (eds.) FoIKS. LNCS, vol. 5956, pp. 58–75. Springer (2010)
Author information
Authors and Affiliations
Corresponding author
Additional information
This research was supported in part by National Natural Science Foundation of China under number 60973003 and the Open Fund of the State Key Laboratory of Software Development Environment of BUAA under number BUAA-SKLSDE-09KF) by the National Basic Research Program of China.
Rights and permissions
About this article
Cite this article
Zhang, Z., Lin, Z. Minimal hypotheses: extension-based semantics to argumentation. Ann Math Artif Intell 65, 245–283 (2012). https://doi.org/10.1007/s10472-012-9308-8
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10472-012-9308-8