Concept
Case-based reasoning
Overview
Case-based reasoning (CBR), broadly construed, is the process of solving new problems based on the solutions of similar past problems.
In everyday life, an auto mechanic who fixes an engine by recalling another car that exhibited similar symptoms is using case-based reasoning. A lawyer who advocates a particular outcome in a trial based on legal precedents or a judge who creates case law is using case-based reasoning. So, too, an engineer copying working elements of nature (practicing biomimicry) is treating nature as a database of solutions to problems. Case-based reasoning is a prominent type of analogy solution making.
It has been argued that case-based reasoning is not only a powerful method for computer reasoning, but also a pervasive behavior in everyday human problem solving; or, more radically, that all reasoning is based on past cases personally experienced. This view is related to prototype theory, which is most deeply explored in cognitive science.
Overview adapted from Wikipedia (CC BY-SA 4.0; see the article history for authors).
Possible passages
Found by search and not yet checked by a person; they may only mention the idea in passing.
The prerogative instances are, as appears from what has preceded, twenty-seven in number, and are termed, solitary instances, migrating instances, conspicuous instances, clandestine instances, constitutive instances, similar instances, singular instances, deviating instances, bordering instances, instances of power, accompanying and hostile instances, subjunctive instances, instances of alliance, instances of the…
Francis Bacon, Novum organum
States what Case-based reasoning is.
Or, finally, the premises, of whichever kind they are, may never have been conceived in so distinct a manner as to produce any clear consciousness by what means they were arrived at; as in the case of what is called reasoning in a circle; and then the fallacy is one of Confusion.
John Stuart Mill, A System of Logic, Ratiocinative and Inductive
States what Case-based reasoning is.
227.] Finite Cognition, when it pre-supposes what is distinguished from it to be something already existing and confronting it,--to be the various facts of external nature or of consciousness--has, in the first place, (1) Formal identity or the abstraction of universality for the form of its action. Its activity therefore consists in analysing the given concrete object, isolating its differences, and giving them the…
Georg Wilhelm Friedrich Hegel, The Logic of Hegel
States what Case-based reasoning is.
Related ideas
- Analogy
- Springer Science+Business Media
- Problem solving
- Lawyer
- Law
- Case law
- Precedent
- Yale University
- Engineer
- Inductive reasoning
- Cognitive science
- Algorithm
- Prototype theory
- Biomimetics
Place in the tradition
Part of Applied ethics.