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A Guided Tour of Artificial Intelligence ResearchCase-Based Reasoning, Analogy, and Interpolation

A Guided Tour of Artificial Intelligence Research: Case-Based Reasoning, Analogy, and Interpolation [This chapter presents several types of reasoning based on analogy and similarity. Case-based reasoningReasoningcase-based, presented in Sect. 2, consists in searching a case (where a case represents a problem-solving episode) similar to the problem to be solved and to adapt it to solve this problem. Section 3 is devoted to analogical reasoning and to recent developments based on analogical proportion. Interpolative reasoning, presented in Sect. 4 in the formal setting of fuzzy set representations, is another form of similarity-based reasoning.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

A Guided Tour of Artificial Intelligence ResearchCase-Based Reasoning, Analogy, and Interpolation

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Publisher
Springer International Publishing
Copyright
© Springer Nature Switzerland AG 2020
ISBN
978-3-030-06163-0
Pages
307 –339
DOI
10.1007/978-3-030-06164-7_10
Publisher site
See Chapter on Publisher Site

Abstract

[This chapter presents several types of reasoning based on analogy and similarity. Case-based reasoningReasoningcase-based, presented in Sect. 2, consists in searching a case (where a case represents a problem-solving episode) similar to the problem to be solved and to adapt it to solve this problem. Section 3 is devoted to analogical reasoning and to recent developments based on analogical proportion. Interpolative reasoning, presented in Sect. 4 in the formal setting of fuzzy set representations, is another form of similarity-based reasoning.]

Published: May 8, 2020

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