Compiling Special-Purpose Rules from General-Purpose Device Modeling

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Citation: Richard M. Keller and Catherine Baudin and Yumi Iwasaki and P. Pandurang Nayak and K. Tanaka. (1989) Compiling Special-Purpose Rules from General-Purpose Device Modeling. In KSL-89-49, June,1989.

Publication techreport ( Edit )
type Technical Report
bibtype techreport
Bibtex basics
author Richard M. Keller and Catherine Baudin and Yumi Iwasaki and P. Pandurang Nayak and K. Tanaka
title Compiling Special-Purpose Rules from General-Purpose Device Modeling
number KSL-89-49
institution Knowledge Systems, AI Laboratory
year 1989
month June
Bibtex more
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abstract The current generation of expert systems is fueled by special-purpose, task-specific associational rules developed with the aid of domain experts. In many cases, the expert has distilled or compiled these so-called "shallow" rules from "deeper" models of the application domain that have not been captured in the knowledge engineering process. Because the underlying models are missing, the encoded shallow rules are unsupported and brittle. This paper describes a technique called rule compilation that addresses this problem by automating the process of deriving special-purpose rules from underlying domain models. The process of rule compilation is illustrated with two simple examples. In the first, a structure/behavior model of a simple engineered device is compiled into a set of fault localization rules for troubleshooting. In the second, the same underlying device model is compiled into a set of abstract redesign plans.

KSL Technical Report ID: KSL-89-49
Facts about Compiling Special-Purpose Rules from General-Purpose Device ModelingRDF feed
Abstract The current generation of expert systems i … The current generation of expert systems is fueled by special-purpose, task-specific associational rules developed with the aid of domain experts. In many cases, the expert has distilled or compiled these so-called "shallow" rules from "deeper" models of the application domain that have not been captured in the knowledge engineering process. Because the underlying models are missing, the encoded shallow rules are unsupported and brittle. This paper describes a technique called rule compilation that addresses this problem by automating the process of deriving special-purpose rules from underlying domain models. The process of rule compilation is illustrated with two simple examples. In the first, a structure/behavior model of a simple engineered device is compiled into a set of fault localization rules for troubleshooting. In the second, the same underlying device model is compiled into a set of abstract redesign plans. led into a set of abstract redesign plans.
Author Richard M. Keller and Catherine Baudin and Yumi Iwasaki and P. Pandurang Nayak and K. Tanaka  +
Bibtype techreport  +
Has author Richard M. Keller and Catherine Baudin and Yumi Iwasaki and P. Pandurang Nayak and K. Tanaka  +
Has identifier KSL-89-49  +
Has publishing details June,1989  +
Has title Compiling Special-Purpose Rules from General-Purpose Device Modeling  +
Has where published KSL-89-49  +
Has year 1989  +
Institution Knowledge Systems, AI Laboratory  +
Ksl tr id KSL-89-49  +
Month June  +
Number KSL-89-49  +
Process note NO  +
Title Compiling Special-Purpose Rules from General-Purpose Device Modeling  +
Year 1989  +
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