Title :
On the aggregation of prioritized belief structures
Author :
Yager, Ronald R.
Author_Institution :
Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA
fDate :
11/1/1996 12:00:00 AM
Abstract :
The focus of this work is to provide a procedure for aggregating prioritized belief structures. Motivated by the ideas of nonmonotonic logics an alternative to the normalization step used in Dempster´s rule when faced with conflicting belief structures is suggested. We show how this procedure allows us to make inferences in inheritance networks where the knowledge is in the form of a belief structure
Keywords :
formal logic; inference mechanisms; inheritance; nonmonotonic reasoning; possibility theory; set theory; inferences; inheritance networks; nonmonotonic logics; prioritized belief structures; Artificial intelligence; Helium; Knowledge management; Logic design; Probability distribution; Uncertainty;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/3468.541331