DocumentCode
774680
Title
An introduction to issues in higher order uncertainty
Author
Lehner, Paul E. ; Laskey, Kathryn Blackmond ; Duboi, Didier
Author_Institution
Dept. of Syst. Eng., George Mason Univ., Fairfax, VA, USA
Volume
26
Issue
3
fYear
1996
fDate
5/1/1996 12:00:00 AM
Firstpage
289
Lastpage
293
Abstract
The specification of appropriate procedures for making inferences in the context of uncertain, incomplete or imprecise information is a key research issue in a variety of disciplines. Within and among these disciplines, great debates have occurred about the meaning and appropriateness of various proposals for reasoning under uncertainty. At the core of many of these debates are disagreements as to the appropriate meaning of the term “uncertainty”, the related term “probability”, and what it means to be unsure of one´s own uncertainties. This latter issue, uncertainty about one´s uncertainty, is commonly referred to as higher order uncertainty. This paper provides a brief overview of various perspectives in higher order uncertainty
Keywords
inference mechanisms; probability; uncertain systems; higher-order uncertainty; inferences; probability; reasoning; Artificial intelligence; Books; Control theory; Decision support systems; Helium; Higher order statistics; Proposals; Uncertainty; Venus; Weather forecasting;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher
ieee
ISSN
1083-4427
Type
jour
DOI
10.1109/3468.487954
Filename
487954
Link To Document