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Most Influential AAAI 1983 Paper · 2026-03 edition

Derivational Analogy And Its Role In Problem Solving

Jaime G. Carbonell

Venue
AAAI Conference on Artificial Intelligence (AAAI) 1983
Recognition
Most Influential AAAI 1983 Paper (Rank No. 6)
Edition
2026-03
Impact factor
4
Certificate ID
d015020d643e9753

Abstract

Derivational analogy, a method of solving problems based upon the transfer of past experience to new problem situations, is discussed in the context of other general approaches to problem solving. The experience transfer process consists of recreating lines of reasoning, including decision sequences and accompanying justifications, that proved effective in solving particular problems requiring similar initial analysis. The derivational analogy approach is advocated as a means of implementing reasoning from individual cases in expert systems.'

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