Case-Based Reasoning

Kolodner, J. L. (1993). Case-Based Reasoning. Morgan Kaufmann.

Type

Book

Intellectual base

Review or monograph

Year

1993

DOI

10.1016/c2009-0-27670-7

ISBN

9781558602373

Link

https://doi.org/10.1016/C2009-0-27670-7

Cited from

art_aesthetics, cognitive_science

Cited by

4 citations across 4 artifacts.

Each citation links to the sentence it supports in the citing article.

Primes

• Analogy
  • Law relies on analogy as its primary inferential form (precedent reasoning projects the structure of decided cases onto new cases by role-alignment of facts and parties).

    This sourceComprehensive treatment of case-based reasoning as computational implementation of analogical retrieval and transfer.

• Juxtaposition
  • Listed in the references but not attached to a specific claim.

Mechanisms

• Case Library
  • The library did not tell her the rule of law; it surfaced the nearest decided cases, cited to source, so she could reason from precedent to her situation — the ordinary logic of stare decisis
• Internal Case Library
  • Its strength is that it carries the judgment that no rule can, which is why fields built on situated expertise — law, medicine, design, diplomacy — reason from cases in the first place; case-based reasoning is the formal name for exactly this move.

    This sourceDefines case-based reasoning as retrieving similar stored situations and using them to solve new problems.

Verification

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