An interference matching technique for inducing abstractions
By Frederick Hayes-Roth, John McDermott
Communications of the ACM,
Vol. 21 No. 5, Pages 401-411
10.1145/359488.359503
A method for inducing knowledge by abstraction from a sequence of training examples is described. The proposed method, interference matching, induces abstractions by finding relational properties common to two or more exemplars. Three tasks solved by a program that uses an interference-matching algorithm are presented. Several problems concerning the description of the training examples and the adequacy of interference matching are discussed, and directions for future research are considered.
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