DocumentCode
353961
Title
Aggregating truth and falsity values
Author
Detyniecki, Marcin ; Bouchon-Meunier, Bernadette
Author_Institution
Paris VI Univ., France
Volume
1
fYear
2000
fDate
10-13 July 2000
Abstract
We propose an axiom set for the aggregation of truth values which leads to the characterization of two truth-aggregation families, a prudent and an enthusiastic. The first one has a cautious attitude choosing between two observed values, one of which is more uncertain. The second one has no enthusiastic behavior and will reinforce the result if it observes twice the truth or twice the falsity. When observing falsity and truth, the operator gives a compensated value. We finish by expounding the use of these operators and their relationship with the traditionally used truth aggregation operators: t-norms and t-conorms. Actually the presented operators should be used for the aggregation of different observed truth values for the same phrase vs. the calculus of the truth of a logical phrase.
Keywords
expert systems; fuzzy logic; fuzzy set theory; uncertainty handling; axiom set; cautious attitude; compensated value; expert systems; falsity values; fuzzy logic; logical phrase; observed values; t-conorms; t-norms; truth aggregation operators; truth value aggregation; truth-aggregation families; Aggregates; Calculus; Expert systems; Fuzzy logic; Fuzzy sets; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2000. FUSION 2000. Proceedings of the Third International Conference on
Conference_Location
Paris, France
Print_ISBN
2-7257-0000-0
Type
conf
DOI
10.1109/IFIC.2000.862708
Filename
862708
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