Sorted Downward Reenement: Building Background Knowledge into a Reenement Operator for Inductive Logic Programming

نویسنده

  • Alan M. Frisch
چکیده

Since its inception, the eld of inductive logic programming has been centrally concerned with the use of background knowledge in induction. Yet, surprisingly, no serious attempts have been made to account for background knowledge in reenement operators for clauses, even though such operators are one of the most important, prominent and widely-used devices in the eld. This paper shows how a sort theory, which encodes taxo-nomic knowledge, can be built into a downward, subsumption-based reenement operator for clauses.

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تاریخ انتشار 1999