Skip to main content

Realizing Argumentation in Multi-agent Systems Using Defeasible Logic Programming

  • Conference paper
Argumentation in Multi-Agent Systems (ArgMAS 2009)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6057))

Included in the following conference series:

Abstract

We describe a working multi-agent architecture based on Defeasible Logic Programming (DeLP) where agents are engaged in an argumentation to reach a common conclusion. Due to the distributed approach personalities and opinions of the individual agents give rise to arguments and counterarguments concerning a particular query. This distribution of information leads to more intuitive modeling of argumentation from the point of view of knowledge representation. We establish a sound theoretical framework of a specific type of argumentation in multi-agent systems and describe the computational issues involved in it. A formal comparison of the framework to DeLP is given and it is shown that the modeling specific scenarios of argumentation in the distributed setting bears a more rational representation. The framework described in this paper has been fully implemented and a short description of its features is given.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. de Almeida, I.C., Alferes, J.J.: An argumentation-based negotiation for distributed extended logic programs. In: Proceedings of CLIMA VII, pp. 191–210 (2006)

    Google Scholar 

  2. Alsinet, T., Chesñevar, C.I., Godo, L., Simari, G.R.: A logic programming framework for possibilistic argumentation: Formalization and logical properties. Fuzzy Sets and Systems (2008)

    Google Scholar 

  3. Atkinson, K., Bench-Capon, T., McBurney, P.: A dialogue game protocol for multi-agent argument over proposals for action. Autonomous Agents and Multi-Agent Systems 11(2), 153–171 (2005)

    Article  Google Scholar 

  4. Bench-Capon, T.J.M.: Persuasion in practical argument using value based argumentation frameworks. Journal of Logic and Computation 13(3), 429–448 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  5. Bench-Capon, T.J.M., Dunne, P.E.: Argumentation in artificial intelligence. Artificial Intelligence 171, 619–641 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  6. Biskup, J., Kern-Isberner, G., Thimm, M.: Towards enforcement of confidentiality in agent interactions. In: Proceedings of the 12th International Workshop on Non-Monotonic Reasoning, pp. 104–112 (2008)

    Google Scholar 

  7. Black, E.: A Generative Framework for Argumentation-Based Inquiry Dialogues. Ph.D. thesis, University College London (2007)

    Google Scholar 

  8. Black, E., Hunter, A.: An inquiry dialogue system. Autonomous Agents and Multi-Agent Systems 19(2), 173–209 (2009)

    Article  Google Scholar 

  9. 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)

    Article  MATH  MathSciNet  Google Scholar 

  10. García, A., Simari, G.: Defeasible logic programming: An argumentative approach. Theory and Practice of Logic Programming 4(1-2), 95–138 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  11. Karunatillake, N.C., Jennings, N.R., Rahwan, I., Norman, T.J.: Argument-based negotiation in a social context. In: Proceedings of the 4th international joint conference on Autonomous agents and multiagent systems, pp. 1331–1332. ACM, New York (2005)

    Google Scholar 

  12. Maudet, N., Parsons, S., Rahwan, I.: Argumentation in multi-agent systems: Context and recent developments. In: Third International Workshop on Argumentation in Multi-Agent Systems, pp. 1–16 (2007)

    Google Scholar 

  13. Perrussel, L., Doutre, S., Thévenin, J.M., McBurney, P.: A persuasion dialog for gaining access to information. In: Rahwan, I., Parsons, S., Reed, C. (eds.) ArgMAS 2007. LNCS (LNAI), vol. 4946, pp. 63–79. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  14. Prakken, H.: Dialectical proof theory for defeasible argumentation with defeasible priorities (preliminary report). In: Model Age Workshop, pp. 202–215 (1997)

    Google Scholar 

  15. Prakken, H., Vreeswijk, G.: Logical systems for defeasible argumentation. In: Handbook of Philosophical Logic, vol. 4, pp. 219–318. Kluwer, Dordrecht (2002)

    Google Scholar 

  16. Roth, B., Riveret, R., Rotolo, A., Governatori, G.: Strategic Argumentation: A Game Theoretical Investigation. In: Proceedings of the 11th International Conference on Artificial Intelligence and Law, pp. 81–90. ACM Press, New York (2007)

    Chapter  Google Scholar 

  17. Stolzenburg, F., García, A., Chesnevar, C.I., Simari, G.: Computing generalized specificity. Journal of Non-Classical Logics 13(1), 87–113 (2003)

    Article  MATH  Google Scholar 

  18. Thimm, M.: Verteilte logikbasierte Argumentation: Konzeption, Implementierung und Anwendung im Rechtswesen. VDM Verlag Dr. Müller (2008)

    Google Scholar 

  19. Thimm, M., Garcia, A.J., Kern-Isberner, G., Simari, G.R.: Using collaborations for distributed argumentation with defeasible logic programming. In: Proceedings of the 12th International Workshop on Non-Monotonic Reasoning, pp. 179–188 (2008)

    Google Scholar 

  20. Thimm, M., Kern-Isberner, G.: A distributed argumentation framework using defeasible logic programming. In: Proceedings of the 2nd International Conference on Computational Models of Argument, pp. 381–392. IOS Press, Amsterdam (2008)

    Google Scholar 

  21. Thimm, M., Kern-Isberner, G.: On the relationship of defeasible argumentation and answer set programming. In: Proceedings of the 2nd International Conference on Computational Models of Argument, pp. 393–404. IOS Press, Amsterdam (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Thimm, M. (2010). Realizing Argumentation in Multi-agent Systems Using Defeasible Logic Programming. In: McBurney, P., Rahwan, I., Parsons, S., Maudet, N. (eds) Argumentation in Multi-Agent Systems. ArgMAS 2009. Lecture Notes in Computer Science(), vol 6057. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12805-9_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-12805-9_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-12804-2

  • Online ISBN: 978-3-642-12805-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics