Case-based reasoning¶
Aamodt, A., & Plaza, E. (1994). Case-based reasoning: Foundational issues, methodological variations, and system approaches. AI Communications, 7(1), 39-59.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Precedent (Stare Decisis)
- Platform content moderation: Past moderation decisions increasingly treated as precedent for consistency; some platforms (e.g., Meta Oversight Board) publish case decisions explicitly as guidance. Software engineering: Code-review decisions, design-doc decisions, architectural decisions accumulate as organizational precedent ("we decided in Q2 2023 not to do X for reason Y"); ADRs (Architectural Decision Records) make precedent explicit — a transfer of case-based reasoning into engineering practice consistent with the broader CBR framework Aamodt and Plaza (1994) systematize.
This sourceFoundational AI survey: systematizes case-based reasoning as retrieve-reuse-revise-retain over a corpus of prior cases, providing the technical-domain analogue of judicial precedent for engineering and decision-support systems.
- Platform content moderation: Past moderation decisions increasingly treated as precedent for consistency; some platforms (e.g., Meta Oversight Board) publish case decisions explicitly as guidance. Software engineering: Code-review decisions, design-doc decisions, architectural decisions accumulate as organizational precedent ("we decided in Q2 2023 not to do X for reason Y"); ADRs (Architectural Decision Records) make precedent explicit — a transfer of case-based reasoning into engineering practice consistent with the broader CBR framework Aamodt and Plaza (1994) systematize.
Verification¶
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