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On the Expressive Power of Assumption-Based Argumentation

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Logics in Artificial Intelligence (JELIA 2023)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 14281))

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Abstract

The expressiveness of any given formalism lays the theoretical foundation for more specialized topics such as investigating dynamic reasoning environments. The modeling capabilities of the formalism under investigation yield immediate (im)possibility results in such contexts. In this paper we investigate the expressiveness of assumption-based argumentation (ABA), one of the major structured argumentation formalisms. In particular, we examine so-called signatures, i.e., sets of extensions that can be realized under a given semantics. We characterize the signatures of common ABA semantics for flat, finite frameworks with and without preferences. We also give several results regarding conclusion-based semantics for ABA.

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Notes

  1. 1.

    We refer to Sect. 2 for a formal introduction of the semantics we consider.

  2. 2.

    We note that the original translation slightly deviates from this version.

  3. 3.

    Implementation of the canonical constructions for all semantics considered in this paper are available at https://pyarg.npai.science.uu.nl/ [28].

  4. 4.

    We refer the interested reader to [7] for an in-depth study on forgetting in flat ABA.

References

  1. Baumann, R.: What does it take to enforce an argument? Minimal change in abstract argumentation. In: Proceeding of (ECAI-12), pp. 127–132 (2012)

    Google Scholar 

  2. Baumann, R., Berthold, M.: Limits and possibilities of forgetting in abstract argumentation. In: Proceedings of (IJCAI-22), pp. 2539–2545. ijcai.org (2022)

    Google Scholar 

  3. Baumann, R., Brewka, G.: AGM meets abstract argumentation: Expansion and revision for dung frameworks. In: Proceedings of (IJCAI-15), pp. 2734–2740 (2015)

    Google Scholar 

  4. Baumann, R., Dvorák, W., Linsbichler, T., Strass, H., Woltran, S.: Compact argumentation frameworks. In: Proceedings of (ECAI-14). FAIA, vol. 263, pp. 69–74. IOS Press (2014)

    Google Scholar 

  5. Baumann, R., Gabbay, D.M., Rodrigues, O.: Forgetting an argument. In: Proceedings of (AAAI-20), pp. 2750–2757. AAAI Press (2020)

    Google Scholar 

  6. Baumann, R., Strass, H.: On the maximal and average numbers of stable extensions. In: Black, E., Modgil, S., Oren, N. (eds.) TAFA 2013. LNCS (LNAI), vol. 8306, pp. 111–126. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-642-54373-9_8

    Chapter  MATH  Google Scholar 

  7. Berthold, M., Rapberger, A., Ulbricht, M.: Forgetting aspects in assumption-based argumentation. In: Proceedings of (KR-23) (2023)

    Google Scholar 

  8. Bondarenko, A., Toni, F., Kowalski, R.A.: An assumption-based framework for non-monotonic reasoning. In: Proceedings of (LPNMR-93), pp. 171–189. MIT Press (1993)

    Google Scholar 

  9. Borg, A., Bex, F.: Enforcing sets of formulas in structured argumentation. In: Proceedings of (KR-21), pp. 130–140 (2021)

    Google Scholar 

  10. Caminada, M., Sá, S., Alcântara, J., Dvořák, W.: On the difference between assumption-based argumentation and abstract argumentation. IFCoLog J. Logic Appl. 2(1), 15–34 (2015)

    MATH  Google Scholar 

  11. Caminada, M., Sá, S., Alcântara, J., Dvořák, W.: On the equivalence between logic programming semantics and argumentation semantics. Int. J. Approximate Reasoning 58, 87–111 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  12. Čyras, K., Fan, X., Schulz, C., Toni, F.: Assumption-based argumentation: disputes, explanations, preferences. In: Handbook of Formal Argumentation, vol. 1, chap. 7, pp. 365–408. College Publications (2018)

    Google Scholar 

  13. Cyras, K., Rago, A., Albini, E., Baroni, P., Toni, F.: Argumentative XAI: a survey. In: Proceedings of (IJCAI-21), pp. 4392–4399. ijcai.org (2021)

    Google Scholar 

  14. Cyras, K., Toni, F.: ABA+: assumption-based argumentation with preferences. CoRR abs/1610.03024 (2016)

    Google Scholar 

  15. 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), 321–357 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  16. Dunne, P.E., Dvořák, W., Linsbichler, T., Woltran, S.: Characteristics of multiple viewpoints in abstract argumentation. Artif. Intell. 228, 153–178 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  17. Dvorák, W., Fandinno, J., Woltran, S.: On the expressive power of collective attacks. Argument Comput. 10(2), 191–230 (2019)

    Article  MATH  Google Scholar 

  18. Dvorák, W., Rapberger, A., Woltran, S.: On the relation between claim-augmented argumentation frameworks and collective attacks. In: Proceedings of (ECAI-20). FAIA, vol. 325, pp. 721–728. IOS Press (2020)

    Google Scholar 

  19. Dvorák, W., Woltran, S.: Complexity of abstract argumentation under a claim-centric view. Artif. Intell. 285, 103290 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  20. Dvořák, W., Rapberger, A., Woltran, S.: Argumentation semantics under a claim-centric view: Properties, expressiveness and relation to SETAFs. In: Proceedings of (KR-20), pp. 341–350 (2020)

    Google Scholar 

  21. Fan, X., Toni, F.: On computing explanations in argumentation. In: Proceedings of (AAAI-15), pp. 1496–1502. AAAI Press (2015)

    Google Scholar 

  22. Gabbay, D., Giacomin, M., Simari, G.R., Thimm, M. (eds.): Handbook of Formal Argumentation, vol. 2. College Publications (2021)

    Google Scholar 

  23. García, A.J., Simari, G.R.: Defeasible logic programming: an argumentative approach. Theory Pract. Logic Program. 4(1–2), 95–138 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  24. König, M., Rapberger, A., Ulbricht, M.: Just a matter of perspective. In: Proceedings of (COMMA-22). FAIA, vol. 353, pp. 212–223. IOS Press (2022)

    Google Scholar 

  25. Lin, F., Reiter, R.: Forget it. In: Working Notes of AAAI Fall Symposium on Relevance, pp. 154–159 (1994)

    Google Scholar 

  26. Modgil, S., Prakken, H.: The ASPIC\({}^{\text{+ }}\) framework for structured argumentation: a tutorial. Argument Comput. 5(1), 31–62 (2014)

    Article  Google Scholar 

  27. Nielsen, S.H., Parsons, S.: A generalization of dung’s abstract framework for argumentation: arguing with sets of attacking arguments. In: Maudet, N., Parsons, S., Rahwan, I. (eds.) ArgMAS 2006. LNCS (LNAI), vol. 4766, pp. 54–73. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-75526-5_4

    Chapter  MATH  Google Scholar 

  28. Odekerken, D., Borg, A., Berthold, M.: Accessible algorithms for applied argumentation. In: Proceedings of (Arg &App@KR-23) (2023)

    Google Scholar 

  29. Polberg, S.: Developing the Abstract Dialectical Framework. Phd thesis, Vienna University of Technology, Institute of Information Systems (2017)

    Google Scholar 

  30. Prakken, H.: Formalising an aspect of argument strength: Degrees of attackability. In: Proceedings of (COMMA-22), vol. 353, pp. 296–307. IOS Press (2022)

    Google Scholar 

  31. Rapberger, A., Ulbricht, M.: On dynamics in structured argumentation formalisms. J. Artif. Intell. Res. 77, 563–643 (2023)

    Article  MathSciNet  Google Scholar 

  32. Tuomo, L., Rapberger, A., Ulbricht, M., Wallner, J.P.: Argumentation frameworks induced by assumption-based argumentation: relating size and complexity. In: Proceedings of (KR-23) (2023)

    Google Scholar 

  33. Ulbricht, M.: On the maximal number of complete extensions in abstract argumentation frameworks. In: Proceedings of (KR-21), pp. 707–711 (2021)

    Google Scholar 

  34. Vassiliades, A., Bassiliades, N., Patkos, T.: Argumentation and explainable artificial intelligence: a survey. Knowl. Eng. Rev. 36, e5 (2021)

    Article  Google Scholar 

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Acknowledgements

This research has been supported by the Federal Ministry of Education and Research of Germany and by Sächsische Staatsministerium für Wissenschaft, Kultur und Tourismus in the programme Center of Excellence for AI-research “Center for Scalable Data Analytics and Artificial Intelligence Dresden/Leipzig”, project identification number: ScaDS.AI. Anna Rapberger was partially funded by the Vienna Science and Technology Fund (WWTF) through project ICT19-065, by the Austrian Science Fund (FWF) through project P32830, and by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No. 101020934).

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Correspondence to Matti Berthold , Anna Rapberger or Markus Ulbricht .

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Berthold, M., Rapberger, A., Ulbricht, M. (2023). On the Expressive Power of Assumption-Based Argumentation. In: Gaggl, S., Martinez, M.V., Ortiz, M. (eds) Logics in Artificial Intelligence. JELIA 2023. Lecture Notes in Computer Science(), vol 14281. Springer, Cham. https://doi.org/10.1007/978-3-031-43619-2_11

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  • DOI: https://doi.org/10.1007/978-3-031-43619-2_11

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