Abstract
This tutorial provides an overview of computational argumentation, focusing on abstract argumentation and assumption-based argumentation, how they relate, as well as possible uses of the latter in Web contexts, and in particular the Semantic Web and Social Networks. The tutorial outlines achievements to date as well as (some) open issues.
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References
Baroni, P., Caminada, M., Giacomin, M.: An introduction to argumentation semantics. Knowledge Engineering Review 26(4), 365–410 (2011)
Bench-Capon, T., Dunne, P.E.: Argumentation in artificial intelligence. Art. Int. 171 (2007)
Black, E., Hunter, A., Pan, J.Z.: An Argument-Based Approach to Using Multiple Ontologies. In: Godo, L., Pugliese, A. (eds.) SUM 2009. LNCS, vol. 5785, pp. 68–79. Springer, Heidelberg (2009)
Bondarenko, A., Dung, P., Kowalski, R., Toni, F.: An abstract, argumentation-theoretic approach to default reasoning. Artificial Intelligence 93(1-2), 63–101 (1997)
Bondarenko, A., Toni, F., Kowalski, R.A.: An assumption-based framework for non-monotonic reasoning. In: Pereira, L.M., Nerode, A. (eds.) Proceedings of the 2nd International Workshop on Logic Programming and Non-monotonic Reasoning (LPNMR 1993), pp. 171–189. MIT Press, Lisbon (1993)
Caminada, M., Amgoud, L.: On the evaluation of argumentation formalisms. Artif. Intell. 171(5-6), 286–310 (2007)
Craven, R., Toni, F., Hadad, A., Cadar, C., Williams, M.: Efficient support for medical argumentation. In: Eiter, T., McIlraith, S. (eds.) Proc. 13th International Conference on Principles of Knowledge Representation and Reasoning (2012)
Doran, P., Tamma, V.A.M., Palmisano, I., Payne, T.R.: Efficient argumentation over ontology correspondences. In: Sierra, C., Castelfranchi, C., Decker, K.S., Sichman, J.S. (eds.) AAMAS (2), pp. 1241–1242. IFAAMAS (2009)
Dung, P.M.: On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games. Artificial Intelligence 77(2), 321–358 (1995)
Dung, P., Kowalski, R., Toni, F.: Dialectic proof procedures for assumption-based, admissible argumentation. Artificial Intelligence 170, 114–159 (2006)
Dung, P., Kowalski, R., Toni, F.: Assumption-based argumentation. In: Rahwan, I., Simari, G. (eds.) Argumentation in AI, pp. 199–218. Springer (2009)
Dung, P., Mancarella, P., Toni, F.: Computing ideal sceptical argumentation. Artificial Intelligence, Special Issue on Argumentation in Artificial Intelligence 171(10-15), 642–674 (2007)
Eiter, T., Ianni, G., Krennwallner, T., Polleres, A.: Rules and Ontologies for the Semantic Web. In: Baroglio, C., Bonatti, P.A., Małuszyński, J., Marchiori, M., Polleres, A., Schaffert, S. (eds.) Reasoning Web. LNCS, vol. 5224, pp. 1–53. Springer, Heidelberg (2008)
Eiter, T., Ianni, G., Lukasiewicz, T., Schindlauer, R., Tompits, H.: Combining answer set programming with description logics for the semantic web. Artif. Intell. 172(12-13), 1495–1539 (2008)
Gaertner, D., Toni, F.: Hybrid argumentation and its properties. In: Besnard, Doutre, Hunter (eds.) Proc. COMMA (2008)
Garcia, A.J., Simari, G.R.: Defeasible logic programming: An argumentative approach. Theory and Practice of Logic Programming 4(1–2), 95–138 (2004)
Gordon, T.F.: Hybrid reasoning with argumentation schemes. In: Grasso, F., Green, N., Kibble, R., Reed, C. (eds.) Proceedings of the 8th Workshop on Computational Models of Natural Argument, CMNA 2008 (2008)
Gordon, T.F., Prakken, H., Walton, D.: The Carneades model of argument and burden of proof. Artificial Intelligence, Special Issue on Argumentation in Artificial Intelligence 171(10-15), 875–896 (2007)
Grosof, B.N., Horrocks, I., Volz, R., Decker, S.: Description logic programs: combining logic programs with description logic. In: WWW, pp. 48–57 (2003)
Horrocks, I., Patel-Schneider, P.F.: Reducing OWL Entailment to Description Logic Satisfiability. In: Fensel, D., Sycara, K., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 17–29. Springer, Heidelberg (2003)
Horrocks, I., Tessaris, S.: A conjunctive query language for description logic ABoxes. In: Proc. of the 17th Nat. Conf. on Artificial Intelligence (AAAI 2000), pp. 399–404 (2000)
Jackson, M.: Mechanism theory. In: Derigs, U. (ed.) Optimization and Operations Research. EOLSS Publishers, Oxford (2003)
Kakas, A.C., Moraitis, P.: Argumentation based decision making for autonomous agents. In: Proceedings of The Second International Joint Conference on Autonomous Agents & Multiagent Systems, AAMAS 2003, Melbourne, Victoria, Australia, July 14-18, pp. 883–890. ACM (2003)
Kirschner, P.A., Buckingham Shum, S.J., Carr, C.S. (eds.): Visualizing Argumentation: Software Tools for Collaborative and Educational Sense-Making. Springer (2003) iSBN 1-85233-6641-1
Kowalski, R.A., Toni, F.: Abstract argumentation. Artificial Intelligence and Law 4(3-4), 275–296 (1996); also published in the book Logical Models of Argumentation
Leite, J., Martins, J.: Social abstract argumentation. In: Walsh, T. (ed.) IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, IJCAI/AAAI, Barcelona, Catalonia, Spain, July 16-22, pp. 2287–2292 (2011)
Letia, I.A., Acalovschi, M.: Achieving Competence by Argumentation on Rules for Roles. In: Gleizes, M.-P., Omicini, A., Zambonelli, F. (eds.) ESAW 2004. LNCS (LNAI), vol. 3451, pp. 45–59. Springer, Heidelberg (2005)
Matt, P.-A., Toni, F., Stournaras, T., Dimitrelos, D.: Argumentation-based agents for eprocurement. In: Proc. AAMAS (2008)
Matt, P.-A., Toni, F., Vaccari, J.R.: Dominant Decisions by Argumentation Agents. In: McBurney, P., Rahwan, I., Parsons, S., Maudet, N. (eds.) ArgMAS 2009. LNCS, vol. 6057, pp. 42–59. Springer, Heidelberg (2010)
Matt, P.-A., Toni, F.: A Game-Theoretic Measure of Argument Strength for Abstract Argumentation. In: Hölldobler, S., Lutz, C., Wansing, H. (eds.) JELIA 2008. LNCS (LNAI), vol. 5293, pp. 285–297. Springer, Heidelberg (2008), http://www.springerlink.com/content/e7488p091437m508/
Motik, B., Rosati, R.: Reconciling description logics and rules. J. ACMÂ 57(5) (2010)
Poole, D.: A logical framework for default reasoning. Artif. Intell. 36(1), 27–47 (1988)
Rahwan, I., Simari, G.R. (eds.): Argumentation in AI. Springer (2009)
Rahwan, I., Madakkatel, M.I., Bonnefon, J.-F., Awan, R.N., Abdallah, S.: Behavioral experiments for assessing the abstract argumentation semantics of reinstatement. Cognitive Science 34(8), 1483–1502 (2010)
Reed, C.A., Rowe, G.: Araucaria: Software for Argument Analysis, Diagramming and Representation. International Journal of AI Tools 13(4), 961–980 (2004)
Shum, S.B.: Cohere: Towards web 2.0 argumentation. In: Besnard, P., Doutre, S., Hunter, A. (eds.) COMMA. Frontiers in Artificial Intelligence and Applications, vol. 172, pp. 97–108. IOS Press (2008)
Takahashi, T., Sawamura, H.: A logic of multiple-valued argumentation. In: 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), pp. 800–807. IEEE Computer Society, New York (2004)
Thang, P.M., Dung, P.M., Hung, N.D.: Towards a common framework for dialectical proof procedures in abstract argumentation. Journal of Logic and Computation 19(6), 1071–1109 (2009)
Toni, F.: Assumption-Based Argumentation for Closed and Consistent Defeasible Reasoning. In: Satoh, K., Inokuchi, A., Nagao, K., Kawamura, T. (eds.) JSAI 2007. LNCS (LNAI), vol. 4914, pp. 390–402. Springer, Heidelberg (2008)
Toni, F., Sergot, M.: Argumentation and Answer Set Programming. In: Balduccini, M., Son, T.C. (eds.) Logic Programming, Knowledge Representation, and Nonmonotonic Reasoning. LNCS, vol. 6565, pp. 164–180. Springer, Heidelberg (2011)
Toni, F., Torroni, P.: Bottom-Up Argumentation. In: Modgil, S., Oren, N., Toni, F. (eds.) TAFA 2011. LNCS, vol. 7132, pp. 249–262. Springer, Heidelberg (2012)
Wakaki, T., Sawamura, H., Nitta, K.: An integrated system of semantic web reasoning and argument-based reasoning. In: Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference, AWIC 2007, Fontainbleau, France. Advances in Soft Computing, June 25-27, vol. 43, pp. 349–356. Springer (2007)
Walton, D.N.: Fundamentals of Critical Argumentation. Cambridge University Press (2006)
Williams, M., Hunter, A.: Harnessing ontologies for argument-based decision-making in breast cancer. In: ICTAI (2), pp. 254–261. IEEE Computer Society (2007)
Zhang, X., Lin, Z.: An Argumentation-Based Approach to Handling Inconsistencies in DL-Lite. In: Mertsching, B., Hund, M., Aziz, Z. (eds.) KI 2009. LNCS, vol. 5803, pp. 615–622. Springer, Heidelberg (2009)
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Toni, F. (2012). Reasoning on the Web with Assumption-Based Argumentation. In: Eiter, T., Krennwallner, T. (eds) Reasoning Web. Semantic Technologies for Advanced Query Answering. Reasoning Web 2012. Lecture Notes in Computer Science, vol 7487. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33158-9_10
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DOI: https://doi.org/10.1007/978-3-642-33158-9_10
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