Introducing Inductive Methods in Knowledge Acquisition by Divide-and-Conquer

M. W. van Someren and F. Verdenius

In this paper we present the outline of a method that combines a divide-and-conquer approach, that is common in knowledge acquisition and software engineering, with the use of inductive techniques. The idea is to guide decomposition of a knowledge acquisition problem into subpr oblems by the expected costs and benefits of applying elicitation or induction t o acquire the knowledge for part of the target knowledge. The method is illustra ted with a "rational reconstruction" of a knowledge acquisition process that involved inductive techniques.


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