Title :
Representation of uncertain belief using interval probability
Author_Institution :
Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
In this paper, uncertain belief representation by using probability is investigated. The representation equivalence between interval probability suggested by D.D. Phan (1990) and convex set of probability distribution by H. Kyburg (1990) is proved. Probabilistic closures using classical and relevant consequence relations are defined and compared. Their agreement on a non-tautological fragment is proved
Keywords :
belief maintenance; knowledge representation; uncertainty handling; consequence relations; convex set; interval probability; non-tautological fragment; probabilistic closures; probability distribution; representation equivalence; uncertain belief representation; Artificial intelligence; Australia; Humans; Logic; Probability distribution; Reflection;
Conference_Titel :
Multiple-Valued Logic, 1997. Proceedings., 1997 27th International Symposium on
Conference_Location :
Antigonish, NS
Print_ISBN :
0-8186-7910-7
DOI :
10.1109/ISMVL.1997.601382
