ABSTRACT
Precedent-based legal reasoning depends on accurate assessment of relevant similarities between new cases and existing precedents. Determining the relevant similarities between a new case and a precedent with respect to a legal category requires knowing the explanation of the precedent's membership in the category. GREBE is a system that uses both general legal rules and specific explanations of precedents to evaluate legal predicates in new cases. GREBE assesses the similarity of a new case to a precedent of a legal category by attempting to find a pattern of relations in the new case that corresponds to the facts of the precedent responsible for its category membership. Missing relations in the new case are inferred by reusing other explanations from past cases.
- Bar85.Lawrence W. Barsalou. Ideals, central tendency, and frequency of instantiation as determinants of graded structure in categories. Journal of Ezperimen~al Psychology: Learning, Memory, and Cognition, 11(4):629--649, October 1985.Google Scholar
- Chr69.George C. Christie. Objectivity in law. Yale Law Journal, 78:1311-1350, 1969.Google ScholarCross Ref
- CM89.Allan Collins and Ryzard Michalski. The logic of plausible reasoning: a core theory. Cognitive Science, 13(1), 1989.Google Scholar
- Gen83.Dedre Genter. Structure mapping: A theoretical framework for analogy. Cognitive Sci. ence, 7(2):155-170, April-June 1983.Google ScholarCross Ref
- KC85.Smadar Kedar-Cabelli. Purpose-directed analogy. In Proceedings of the 7th A nn~al Conference of the Cognitive Science Society, 1985.Google Scholar
- Lar89.Arthur Larsen. The Law of Workmea's Compensation, volume 1. Matthew Bender, New York, t989. ~15.Google Scholar
- MM85.George L. Murphy and Douglas L. Medin. The role of theories in conceptual coherence. Psychological Review, pages 289-316, 1985.Google Scholar
- Moo88.Raymond Mooney. A General Explanaiion Based Learning Mechanism and iis Application to Narralive Understanding. PhD thesis, University of Illinois, 1988. Google ScholarDigital Library
- MS82.L. Thorne McCarty and N.S. Sridharan. A computational theory of legal argument. Technical Report LRP-TR-13, Laboratory for Computer Science Research, Rutgers University, 1982.Google Scholar
- Mur82.James L. Murray. The role of analogy in legal reasoning. UC~A Law Review, 29:833- 871,852, 1982.Google Scholar
- PBH89.Bruce W. Porter, E. Ray Bareiss, and Robert C. Holte. Knowledge acquisition and heuristic classification in weak-theory domains. Technical Report AI-TR89-96, Artificial Intelligence Laboratory, Department of Computer Sciences, University of Texas at Austin, February 1989. Google ScholarDigital Library
- RA87.Edwina Rissland and Kevin Ashley. Hypo: A case-based reasoning system. Project memo 18, Department of Computer and Information Sciences, University of Massachusetts, 1987.Google Scholar
- Raz79.Joseph Raz. The Authority of Law. Clarendon Press, Oxford, 1979.Google Scholar
- SM81.Edward E. Smith and Douglas L. Medin. Categories and Concepts. Harvard University Press, 1981.Google Scholar
- Sto80.Samuel Stoljar. Moral and Legal Reasoning. The MacMillian press, Ltd., 1980.Google Scholar
- vdLG84.Anne van der Lieth Gardner. An Artificial Intelligence Approach to Legal Reasoning. PhD thesis, Stanford University, 1984.Google Scholar
Index Terms
- Representing and reusing explanations of legal precedents
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