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Argument schemes for reasoning with legal cases using values

Published: 10 June 2013 Publication History

Abstract

Argument schemes can provide a means of explicitly describing reasoning methods in a form that lends itself to computation. The reasoning required to distinguish cases in the manner of CATO has been previously captured as a set of argument schemes. Here we present argument schemes that encapsulate another way of reasoning with cases: using preferences between social values revealed in past decisions to decide cases which have no exact matching precedents when the cases are described in terms of factors. We provide a set of schemes, with variations to capture different ways of comparing sets and varying degrees of promotion of values; we formalise these schemes; and we illustrate them with some examples.

References

[1]
V. Aleven. Teaching Case-Based Argumentation Through a Model and Examples. PhD thesis, Intelligent Systems Program, University of Pittsburgh, 1997.
[2]
K. Ashley. Modeling Legal Argument: Reasoning with Cases and Hypotheticals. The MIT Press, 1990.
[3]
T. J. M. Bench-Capon. Persuasion in practical argument using value-based argumentation frameworks. J. Log. Comput., 13(3):429--448, 2003.
[4]
T. J. M. Bench-Capon. Relating values in a series of supreme court decisions. In K. Atkinson, editor, Legal Knowledge and Information Systems - JURIX 2011: The Twenty-Fourth Annual Conference, pages 13--22, 2011.
[5]
T. J. M. Bench-Capon. Representing Popov v Hayashi with dimensions and factors. Artif. Intell. Law, 20(1):15--35, 2012.
[6]
T. J. M. Bench-Capon, K. Atkinson, and P. McBurney. Using argumentation to model agent decision making in economic experiments. Autonomous Agents and Multi-Agent Systems, 25(1):183--208, 2012.
[7]
T. J. M. Bench-Capon and S. Modgil. Case law in extended argumentation frameworks. In The 12th International Conference on Artificial Intelligence and Law, pages 118--127, 2009.
[8]
T. J. M. Bench-Capon and H. Prakken. Using argument schemes for hypothetical reasoning in law. Artif. Intell. Law, 18(2):153--174, 2010.
[9]
T. J. M. Bench-Capon, H. Prakken, and W. Visser. Argument schemes for two-phase democratic deliberation. In Proceedings of the 13th International Conference on AI and Law, pages 21--30, 2011.
[10]
T. J. M. Bench-Capon and G. Sartor. A model of legal reasoning with cases incorporating theories and values. Artif. Intell., 150(1-2):97--143, 2003.
[11]
D. H. Berman and C. D. Hafner. Representing teleological structure in case-based legal reasoning: The missing link. In Proceedings of the 4th International Conference on AI and Law, pages 50--59, 1993.
[12]
L. Bochereau, D. Bourcier, and P. Bourgine. Extracting legal knowledge by means of a multilayer neural network application to municipal jurisprudence. In Proceedings of the Third International Conference on Artificial Intelligence and Law, pages 288--296, 1991.
[13]
J.-F. Bonnefon, R. D. S. Neves, D. Dubois, and H. Prade. Background default knowledge and causality ascriptions. In Proceedings of ECAI 2006, 17th European Conference on Artificial Intelligence, pages 11--15, 2006.
[14]
S. Brüninghaus and K. D. Ashley. Predicting outcomes of case-based legal arguments. In Proceedings of the 9th International Conference on AI and Law, pages 233--242, 2003.
[15]
A. Chorley and T. J. M. Bench-Capon. An empirical investigation of reasoning with legal cases through theory construction and application. Artif. Intell. Law, 13(3-4):323--371, 2005.
[16]
P. M. Dung. On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games. Artif. Intell., 77(2):321--358, 1995.
[17]
T. F. Gordon. The pleadings game. Artif. Intell. Law, 2(4):239--292, 1993.
[18]
J. F. Horty and T. J. M. Bench-Capon. A factor-based definition of precedential constraint. Artif. Intell. Law, 20(2):181--214, 2012.
[19]
B. Johnston and G. Governatori. Induction of defeasible logic theories in the legal domain. In Proceedings of the 9th International Conference on Artificial Intelligence and Law, 2003.
[20]
S. Modgil and H. Prakken. A general account of argumentation with preferences. Artif. Intell., 2013. In press.
[21]
F. S. Nawwab, P. E. Dunne, and T. J. M. Bench-Capon. Exploring the role of emotions in rational decision making. In Proceedings of the 3rd COMMA Conference, pages 367--378, 2010.
[22]
C. Perelman and L. Olbrechts-Tyteca. The new rhetoric. A treatise on argumentation. Notre Dame Press, 1969.
[23]
H. Prakken. An abstract framework for argumentation with structured arguments. Argument and Computation, 1(2):93--124, 2010.
[24]
H. Prakken and G. Sartor. Modelling reasoning with precedents in a formal dialogue game. Artif. Intell. Law, 6(2-4):231--287, 1998.
[25]
H. Prakken, A. Wyner, T. Bench-Capon, and K. Atkinson. A formalisation of argumentation schemes for legal case-based reasoning in ASPIC+. Journal of Logic and Computation, 0(0):0--0, 2013. To appear.
[26]
E. L. Rissland. Dimension-based analysis of hypotheticals from supreme court oral argument. In Proceedings of the Second International Conference on Artificial Intelligence and Law, pages 111--120, 1989.
[27]
G. Sartor. Doing justice to rights and values: teleological reasoning and proportionality. Artif. Intell. Law, 18(2):175--215, 2010.
[28]
D. Walton. Argumentation Schemes for Presumptive Reasoning. Lawrence Erlbaum Associates, Mahwah, NJ, USA, 1996.
[29]
A. Z. Wyner and T. J. M. Bench-Capon. Argument schemes for legal case-based reasoning. In Proceedings of Jurix 2007, pages 139--149, 2007.
[30]
A. Z. Wyner, T. J. M. Bench-Capon, and K. Atkinson. Towards formalising argumentation about legal cases. In Proceedings of the 13th International Conference on AI and Law, pages 1--10, 2011.

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cover image ACM Other conferences
ICAIL '13: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Law
June 2013
277 pages
ISBN:9781450320801
DOI:10.1145/2514601
  • Conference Chair:
  • Enrico Francesconi,
  • Program Chair:
  • Bart Verheij
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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  • ITTIG-CNR: Istituto di Teoria e Tecniche dell'Informazione Giuridica - Consiglio Nazionale delle Ricerche
  • IAAIL: Intl Asso for Artifical Intel & Law

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Association for Computing Machinery

New York, NY, United States

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Published: 10 June 2013

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ICAIL '13 Paper Acceptance Rate 17 of 53 submissions, 32%;
Overall Acceptance Rate 69 of 169 submissions, 41%

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  • (2023)Towards a Formalisation of Motivated Reasoning and the Roots of ConflictValue Engineering in Artificial Intelligence10.1007/978-3-031-58202-8_3(28-45)Online publication date: 30-Sep-2023
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