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Uncertainty Management in Expert Systems
April 1990 (vol. 5 no. 2)
pp. 29-48
ASCII Text
x 
 
Keung-Chi Ng, Bruce Abramson, "Uncertainty Management in Expert Systems," IEEE Intelligent Systems, vol. 5, no. 2, pp. 29-48, April, 1990.
 
 
BibTex
x
 
@article{ 10.1109/64.53180,
author = {Keung-Chi Ng and Bruce Abramson},
title = {Uncertainty Management in Expert Systems},
journal ={IEEE Intelligent Systems},
volume = {5},
number = {2},
issn = {0885-9000},
year = {1990},
pages = {29-48},
doi = {http://doi.ieeecomputersociety.org/10.1109/64.53180},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - MGZN
JO - IEEE Intelligent Systems
TI - Uncertainty Management in Expert Systems
IS - 2
SN - 0885-9000
SP29
EP48
EPD - 29-48
A1 - Keung-Chi Ng,
A1 - Bruce Abramson,
PY - 1990
VL - 5
JA - IEEE Intelligent Systems
ER -
 

Basic expert system terminology is reviewed, and several uncertainty management paradigms are surveyed. The focus is on subjective probability theory, Dempster-Shafer theory, and possibility theory, although a number of other methods are mentioned. The benefits and limitations of the various schemes are examined, examples of expert systems within each school are presented, and some relevant open problems are discussed.

Citation:
Keung-Chi Ng, Bruce Abramson, "Uncertainty Management in Expert Systems," IEEE Intelligent Systems, vol. 5, no. 2, pp. 29-48, Apr. 1990, doi:10.1109/64.53180
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