DocumentCode
3196258
Title
Fusing cooperative technical-specification knowledge components
Author
Grégoire, É
Author_Institution
CRIL CNRS, Univ. d´´Artois, Lens, France
fYear
2002
fDate
2002
Firstpage
535
Lastpage
542
Abstract
In this paper, the problem of fusing logic-based technical specification knowledge components of a physical device or process, is investigated. It is shown that most standard logic approaches to beliefs fusion are not relevant in this context since some rules should be merged even in the case of a consistent fusion. Accordingly, we discuss the various types of formulas that should be merged during a fusion process, in order to avoid necessary conditions for the absence of failure to become sufficient conditions. This transformation is then described formally. It can be performed as an efficient preprocessing step on the knowledge components to be fused. The properties of this transformation schema are then investigated from a semantical point of view. Finally, a series of subsumption tests are proposed, preventing conditions of absence of failure from being overridden by subsumption.
Keywords
belief maintenance; knowledge representation; sensor fusion; artificial intelligence; belief fusion; knowledge representation; logic; multiple knowledge sources; technical specification knowledge; Artificial intelligence; Fuses; Knowledge based systems; Lenses; Logic devices; Physics; Reactive power; Read only memory; Switches; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings. 14th IEEE International Conference on
ISSN
1082-3409
Print_ISBN
0-7695-1849-4
Type
conf
DOI
10.1109/TAI.2002.1180849
Filename
1180849
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