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A Dialogue System for Evaluating Explanations

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Book cover Argument Evaluation and Evidence

Part of the book series: Law, Governance and Technology Series ((LGTS,volume 23))

Abstract

This chapter presents a theory of explanation by building a dialectical system that has speech act rules that define the kinds of moves allowed, such as putting forward an argument, requesting an explanation and offering an explanation. Pre and post-condition rules for the speech acts determine when a particular speech act can be put forward as a move in the dialogue, and what type of move or moves must follow it. This chapter offers a dialogue structure with three stages, an opening stage, an explanation stage and a closing stage, and shows how an explanation dialogue can shift to other types of dialogue known in argumentation studies such as persuasion dialogue and deliberation dialogue. Such shifts can go from argumentation to explanation and back again. The problem of evaluating explanations is solved by extending the hybrid system of (Bex, Arguments, stories and criminal evidence: a formal hybrid theory. Springer, Dordrecht, 2011) which combines explanations and arguments to include a method of testing stories called examination dialogue. In this type of dialogue an explanation can be probed and tested by arguments. The result is a method of evaluating explanations.

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Notes

  1. 1.

    Assertions include only statements (propositions), and do not include promises, commands, and so forth.

References

  • Aristotle. 1928. On sophistical refutations, Loeb classical library. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Atkinson, K., T.J.M. Bench-Capon, and P. McBurney. 2006. Computational representation of practical argument. Synthese 152(2): 157–206.

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Bench-Capon, T.J.M., S. Doutre, and P.E. Dunne. 2007. Audiences in argumentation frameworks. Artificial Intelligence 171(1): 42–71.

    Article  Google Scholar 

  • Bench-Capon, T.J.M., S. Doutre, and P.E. Dunne. 2008. Asking the right question: Forcing commitment in examination dialogues. In Computational models of argument: Proceedings of COMMA 2008, ed. P. Besnard, S. Doutre, and A. Hunter, 49–60. Amsterdam: IOS Press.

    Google Scholar 

  • Berland, L.K., and B.J. Reiser. 2008. Making sense of argumentation and explanation. Science Education 93(1): 26–55.

    Article  Google Scholar 

  • Bex, F.J. 2011. Arguments, stories and criminal evidence: A formal hybrid theory. Dordrecht: Springer.

    Book  Google Scholar 

  • Bex, F.J., and D. Walton. 2012. Burdens and standards of proof for inference to the best explanation: Three case studies. Law, Probability and Risk 11(2–3): 113–133.

    Article  Google Scholar 

  • Bratman, M., D. Israel, and M. Pollack. 1988. Plans and resource-bounded practical reasoning. Computational Intelligence 4(3): 349–355.

    Article  Google Scholar 

  • Brewer, S. 1996. Exemplary reasoning: Semantics, pragmatics and the rational force of legal argument by analogy. Harvard Law Review 109: 923–1038.

    Article  Google Scholar 

  • Cawsey, A. 1992. Explanation and interaction: The computer generation of explanatory dialogues. Cambridge, MA: MIT Press.

    Google Scholar 

  • Collingwood, R.G. 1946. The idea of history. Oxford: Clarendon.

    Google Scholar 

  • Dray, W. 1964. Philosophy of history. Englewood Cliffs: Prentice-Hall.

    Google Scholar 

  • Dray, W. 1995. History as re-enactment: R. G. Collingwood’s idea of history. Oxford: Oxford University Press.

    Google Scholar 

  • Dunne, P.E., S. Doutre, and T.J.M. Bench-Capon. 2005. Discovering Inconsistency through examination dialogues. In Proceedings IJCAI-05, 1560–1561. Edinburgh.

    Google Scholar 

  • Finocchiaro, M. 1980. Scientific discoveries as growth of understanding: The case of Newton’s gravitation. In Scientific discovery, logic, and rationality, ed. Thomas Nickles, 235–255. Dordrecht: Reidel.

    Chapter  Google Scholar 

  • Friedman, M. 1974. Explanation and scientific understanding. The Journal of Philosophy LXXI: 5–19.

    Article  Google Scholar 

  • Gordon, T.F., and D. Walton. 2009. Proof burdens and standards. In Argumentation and artificial intelligence, ed. Iyad Rahwan and Guillermo Simari, 239–260. Berlin: Springer.

    Chapter  Google Scholar 

  • Guthrie, W.K.C. 1981. A history of Greek philosophy. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Hamblin, C.L. 1970. Fallacies. London: Methuen.

    Google Scholar 

  • Kass. A., and D. Leake. 1987. Types of explanations, Technical report ADA183253. U. S. Department of Commerce, Alexandria.

    Google Scholar 

  • Leake, D.B. 1992. Evaluating explanations: A content theory. Hillsdale: Erlbaum.

    Google Scholar 

  • Moore, J.D. 1995. Participating in explanatory dialogues. Cambridge, MA: MIT Press.

    Google Scholar 

  • Moulin, B., H. Irandoust, M. Belanger, and G. Desbordes. 2002. Explanation and argumentation capabilities. Artificial Intelligence Review 17(3): 169–222.

    Article  Google Scholar 

  • Parsons, S., and N.R. Jennings. 1997. Negotiation through argumentation: A preliminary report. In Proceedings of the second international conference on multi-agents systems, ed. Mario Tokoro, 267–274. Menlo Park: AAAI Press.

    Google Scholar 

  • Pera, M. 1994. The discoveries of science. Chicago: The University of Chicago Press.

    Google Scholar 

  • Prakken, H. 2005. Coherence and flexibility in dialogue games for argumentation. Journal of Logic and Computation 15(6): 1009–1040.

    Article  Google Scholar 

  • Prakken, H. 2006. Formal systems for persuasion dialogue. The Knowledge Engineering Review 21(2): 163–188.

    Article  Google Scholar 

  • Reed, C. 2006. Representing dialogic argumentation. Knowledge-Based Systems 19(1): 22–31.

    Article  Google Scholar 

  • Sandoval, W., and B.J. Reiser. 2004. Explanation-driven inquiry: Integrating conceptual and epistemic scaffolds for scientific inquiry. Science Education 88(1): 345–372.

    Article  Google Scholar 

  • Schank, R.C. 1986. Explanation patterns: Understanding mechanically and creatively. Hillsdale: Erlbaum.

    Google Scholar 

  • Schank, R.C., and R.P. Abelson. 1977. Scripts, plans, goals and understanding. Hillsdale: Erlbaum.

    Google Scholar 

  • Schank, R.C., and C.K. Riesback. 1981. Inside computer understanding. Hillsdale: Erlbaum.

    Google Scholar 

  • Schank, R.C., A. Kass, and C.K. Riesbeck. 1994. Inside case-based explanation. Hillsdale: Erlbaum.

    Google Scholar 

  • Schlangen, D. 2004. Causes and strategies for requesting clarification in dialogue. In Proceedings of the 5th SIGdial workshop on discourse and dialogue, ed. Michael Strube and Candy Sidner, 136–143. East Stoudsburg: XXXX. Available at: http://acl.ldc.upenn.edu/hlt-naacl2004/sigdial04/pdf/schlangen.pdf.

  • Scriven, M. 1972. The concept of comprehension: From semantics to software. In Language comprehension and the acquisition of knowledge, ed. J.B. Carroll and R.O. Freedle, 31–39. Washington: W. H. Winston & Sons.

    Google Scholar 

  • Scriven, M. 2002. The limits of explication. Argumentation 16(1): 47–57.

    Article  Google Scholar 

  • Snoeck Henkemans, F. 1997. Analyzing complex argumentation: The reconstruction of multiple and coordinatively compound argumentation in a critical discussion. Amsterdam: SICSAT.

    Google Scholar 

  • Trout, J.D. 2002. Scientific explanation and the sense of understanding. Philosophy of Science 69(2): 212–233.

    Article  Google Scholar 

  • Unsworth, L. 2001. Evaluating the language of different types of explanations in junior high school texts. International Journal of Science Education 23(6): 585–609.

    Article  Google Scholar 

  • Verheij, B. 2003. DefLog: On the logical interpretation of prima facie justified assumptions. Journal of Logic and Computation 13(3): 319–346.

    Article  Google Scholar 

  • von Wright, G.H. 1971. Explanation and understanding. Ithaca: Cornell University Press.

    Google Scholar 

  • Walton, D. 1989. Informal logic. Cambridge: Cambridge University Press.

    Google Scholar 

  • Walton, D. 1996. Argumentation schemes for presumptive reasoning. Mahwah: Lawrence Erlbaum Publishers.

    Google Scholar 

  • Walton, D. 2003. The interrogation as a type of dialogue. Journal of Pragmatics 35(12): 1771–1802.

    Article  Google Scholar 

  • Walton, D. 2004. Abductive reasoning. Tuscaloosa: University of Alabama Press.

    Google Scholar 

  • Walton, D. 2006. Character evidence: An abductive theory. Dordrecht: Springer.

    Google Scholar 

  • Walton, D. 2007a. Dialogical models of explanation. In Explanation-aware computing: Papers from the 2007 AAAI workshop, Technical report WS-07-06, 1–9. Menlo Park: AAAI Press.

    Google Scholar 

  • Walton, D. 2007b. Clarification dialogue. Studies in Communication Sciences 7: 165–197.

    Google Scholar 

  • Walton, D. 2011. Teleological argumentation to and from motives. Law, Probability and Risk 10(3): 203–223.

    Article  Google Scholar 

  • Walton, D., and E.C.W. Krabbe. 1995. Commitment in dialogue. Albany: State University of New York Press.

    Google Scholar 

  • Walton, D., C.W. Tindale, and T.F. Gordon. 2014. Applying recent argumentation methods to some ancient examples of plausible reasoning. Argumentation 28(1): 85–119.

    Article  Google Scholar 

  • Wells, S., and C. Reed. 2012. A domain specific language for describing diverse systems of dialogue. Journal of Applied Logic 10(4): 309–329.

    Article  Google Scholar 

  • Wigmore, J.H. 1935. A student’s textbook of the law of evidence. Chicago: The Foundation Press.

    Google Scholar 

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Walton, D. (2016). A Dialogue System for Evaluating Explanations. In: Argument Evaluation and Evidence. Law, Governance and Technology Series, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-319-19626-8_3

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