[PDF][PDF] A formal approach to case comparison in case-based reasoning: research abstract

H Zheng, D Grossi, B Verheij - Logics for New-Generation AI, 2021 - xixilogic.org
Logics for New-Generation AI, 2021xixilogic.org
In this abstract, we introduce an approach about the comparison of cases in case-based
reasoning with a formal theory that described in a series of research [2, 3, 5, 6]. As we
discussed in [6], our approach provides a new generalization and a new refinement of
comparisons in case-based reasoning. We illustrate these contributions with an example
(shown in Figure 1) from the domain of trade secret law of the United States, which has been
discussed in [1, 3, 6]. As shown in Figure 1, in this example, the American Precision case 2 …
In this abstract, we introduce an approach about the comparison of cases in case-based reasoning with a formal theory that described in a series of research [2, 3, 5, 6].
As we discussed in [6], our approach provides a new generalization and a new refinement of comparisons in case-based reasoning. We illustrate these contributions with an example (shown in Figure 1) from the domain of trade secret law of the United States, which has been discussed in [1, 3, 6]. As shown in Figure 1, in this example, the American Precision case 2 and the Yokana case 3 are considered as precedents, and the Mason case 4 is considered as a current situation, of which the outcome needs to be decided.
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