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A Dynamic Model of Trust in Dialogues

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Book cover Theory and Applications of Formal Argumentation (TAFA 2017)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 10757))

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Abstract

In human interactions, trust is regularly updated during a discussion. For example, if someone is caught lying, any further utterances they make will be discounted, until trust is regained. This paper seeks to model such behaviour by introducing a dialogue game which operates over several iterations, with trust updates occurring at the end of each iteration. In turn, trust changes are computed based on intuitive properties, captured through three rules. By representing agent knowledge within a preference-based argumentation framework, we demonstrate how trust can change over the course of a dialogue.

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Notes

  1. 1.

    Here, \(\mathcal {E}\) represents the extension(s) obtained on the argumentation framework \(\langle \mathcal {UCS}, \mathcal {R} \rangle \).

References

  1. Amgoud, L., Vesic, S.: Rich preference-based argumentation frameworks. Int. J. Approx. Reason. 55(2), 585–606 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bench-Capon, T.J.: Persuasion in practical argument using value-based argumentation frameworks. J. Log. Comput. 13(3), 429–448 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bonzon, E., Delobelle, J., Konieczny, S., Maudet, N.: A comparative study of ranking-based semantics for abstract argumentation. In: Proceedings of the 30th AAAI Conference on Artificial Intelligence, pp. 914–920 (2016)

    Google Scholar 

  4. Castelfranchi, C., Falcone, R.: Trust Theory: A Socio-Cognitive and Computational Model, vol. 18. Wiley, Hoboken (2010)

    Book  MATH  Google Scholar 

  5. da Costa Pereira, C., Tettamanzi, A.G., Villata, S.: Changing ones mind: erase or rewind? Possibilistic belief revision with fuzzy argumentation based on trust. In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (2011)

    Google Scholar 

  6. Dix, J., Parsons, S., Prakken, H., Simari, G.: Research challenges for argumentation. Comput. Sci.-Res. Dev. 23(1), 27–34 (2009)

    Article  Google Scholar 

  7. 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 

  8. Fullam, K.K., Barber, K.S.: Dynamically learning sources of trust information: experience vs. reputation. In: Proceedings of the 6th International Conference on Autonomous Agents and Multiagent Systems, pp. 164:1–164:8 (2007)

    Google Scholar 

  9. Jøsang, A., Keser, C., Dimitrakos, T.: Can we manage trust? In: Herrmann, P., Issarny, V., Shiu, S. (eds.) iTrust 2005. LNCS, vol. 3477, pp. 93–107. Springer, Heidelberg (2005). https://doi.org/10.1007/11429760_7

    Chapter  Google Scholar 

  10. Matt, P.A., Morge, M., Toni, F.: Combining statistics and arguments to compute trust. In: Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems, pp. 209–216 (2010)

    Google Scholar 

  11. McBurney, P., Parsons, S.: Games that agents play: a formal framework for dialogues between autonomous agents. J. Log. Lang. Inf. 11(3), 315–334 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  12. Paglieri, F., Castelfranchi, C., Pereira, C.D.C., Falcone, R., Tettamanzi, A., Villata, S.: Trusting the messenger because of the message: feedback dynamics from information quality to source evaluation. Comput. Math. Organ. Theory 20(2), 176 (2014)

    Google Scholar 

  13. Panisson, A.R., Meneguzzi, F., Vieira, R., Bordini, R.H.: Towards practical argumentation-based dialogues in multi-agent systems. In: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, vol. 2, pp. 151–158. IEEE (2015)

    Google Scholar 

  14. Parsons, S., McBurney, P., Sklar, E., Wooldridge, M.: On the relevance of utterances in formal inter-agent dialogues. In: Proceedings of the 6th International Conference on Autonomous Agents and Multiagent Systems, pp. 240:1–240:8 (2007)

    Google Scholar 

  15. Parsons, S., Tang, Y., Sklar, E., McBurney, P., Cai, K.: Argumentation-based reasoning in agents with varying degrees of trust. In: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems, pp. 879–886 (2011)

    Google Scholar 

  16. Spanring, C.: Conflicts in abstract argumentation. Cardiff Argumentation Forum (2016)

    Google Scholar 

  17. Tang, Y., Cai, K., Sklar, E., McBurney, P., Parsons, S.: A system of argumentation for reasoning about trust. In: Proceedings of the 8th European Workshop on Multi-Agent Systems, Paris, France (2010)

    Google Scholar 

  18. Villata, S., Boella, G., Gabbay, D.M., Van Der Torre, L.: A socio-cognitive model of trust using argumentation theory. Int. J. Approx. Reason. 54(4), 541–559 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  19. Walton, D., Krabbe, E.C.: Commitment in Dialogue: Basic Concepts of Interpersonal Reasoning. SUNY Press, Albany (1995)

    Google Scholar 

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Correspondence to Gideon Ogunniye .

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Ogunniye, G., Toniolo, A., Oren, N. (2018). A Dynamic Model of Trust in Dialogues. In: Black, E., Modgil, S., Oren, N. (eds) Theory and Applications of Formal Argumentation. TAFA 2017. Lecture Notes in Computer Science(), vol 10757. Springer, Cham. https://doi.org/10.1007/978-3-319-75553-3_15

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  • DOI: https://doi.org/10.1007/978-3-319-75553-3_15

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-75552-6

  • Online ISBN: 978-3-319-75553-3

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