Using Knowledge for Real-Time Input Data Management

Citation: Richard Washington and L. Boureau and Barbara Hayes-Roth. (1990) Using Knowledge for Real-Time Input Data Management. In KSL-90-14, March,1990.

Publication techreport ( Edit )
type	Technical Report
bibtype	techreport
Bibtex basics
author	Richard Washington and L. Boureau and Barbara Hayes-Roth
title	Using Knowledge for Real-Time Input Data Management
number	KSL-90-14
institution	Knowledge Systems, AI Laboratory
year	1990
month	March
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abstract	A complex, real-time domain produces more data than an AI reasoning system canprocess. Thus some sort of preprocessing and filtering of the data mustoccur. To produce appropriate data for the reasoning system, thepreprocessor's selection criteria should accurately reflect the reasoningsystems knowledge as it applies to data selection. In addition, thepreprocessor should give the reasoning system information about the data thatwill help the system effectively reason with the data. We have developed amethod of knowledge-based data management, perceptual preprocessing, thateffectively preprocesses the data for an AI system in a real-time domain.Furthermore, we have implemented this in the context of a real-time knowledge-based system for monitoring a surgical intensive-care unit.

KSL Technical Report ID: KSL-90-14

Abstract	A complex, real-time domain produces more … A complex, real-time domain produces more data than an AI reasoning system canprocess. Thus some sort of preprocessing and filtering of the data mustoccur. To produce appropriate data for the reasoning system, thepreprocessor's selection criteria should accurately reflect the reasoningsystems knowledge as it applies to data selection. In addition, thepreprocessor should give the reasoning system information about the data thatwill help the system effectively reason with the data. We have developed amethod of knowledge-based data management, perceptual preprocessing, thateffectively preprocesses the data for an AI system in a real-time domain.Furthermore, we have implemented this in the context of a real-time knowledge-based system for monitoring a surgical intensive-care unit. monitoring a surgical intensive-care unit.
Author	Richard Washington and L. Boureau and Barbara Hayes-Roth +
Bibtype	techreport +
Has author	Richard Washington and L. Boureau and Barbara Hayes-Roth +
Has identifier	KSL-90-14 +
Has publishing details	March,1990 +
Has title	Using Knowledge for Real-Time Input Data Management +
Has where published	KSL-90-14 +
Has year	1990 +
Institution	Knowledge Systems, AI Laboratory +
Ksl tr id	KSL-90-14 +
Month	March +
Number	KSL-90-14 +
Process note	NO +
Title	Using Knowledge for Real-Time Input Data Management +
Year	1990 +