Logical Comparison of Cases
| Authors |
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| Publication date | 2021 |
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| Book title | AI Approaches to the Complexity of Legal Systems XI-XII |
| Book subtitle | AICOL International Workshops 2018 and 2020: AICOL-XI@JURIX 2018, AICOL-XII@JURIX 2020, XAILA@JURIX 2020 : revised selected papers |
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| ISBN (electronic) |
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| Series | Lecture Notes in Computer Science |
| Event | 3rd EXplainable AI in Law Workshop, XAILA 2020 |
| Pages (from-to) | 125-140 |
| Number of pages | 16 |
| Publisher | Cham: Springer |
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| Abstract |
Comparison between cases is a core issue in case-based reasoning. In this paper, we discuss a logical comparison approach in terms of the case model formalism. By logically generalizing the formulas involved in case comparison, our approach identifies analogies, distinctions and relevances. An analogy is a property shared between cases. A distinction is a property of one case ruled out by the other case, and a relevance is a property of one case, and not the other, that is not ruled out by the other case. The comparison approach is applied to HYPO-style comparison (where distinctions and relevances are not separately characterized) and to the temporal dynamics of case-based reasoning using a model of real world cases. |
| Document type | Conference contribution |
| Language | English |
| Related publication | Precedent comparison in the precedent model formalism |
| Published at | https://doi.org/10.1007/978-3-030-89811-3_9 |
| Other links | https://www.scopus.com/pages/publications/85121902172 |
| Downloads |
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