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
fDate :
5/1/1996 12:00:00 AM
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;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/3468.487954