6 March 2002 Syntax and semantics in knowledge fusion: a mixed approach
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Proceedings Volume 4731, Sensor Fusion: Architectures, Algorithms, and Applications VI; (2002); doi: 10.1117/12.458370
Event: AeroSense 2002, 2002, Orlando, FL, United States
Abstract
In this paper, a series of knowledge fusion operators are motivated and analyzed. They are defined in a semantic way, although syntactical facets of knowledge are taken into account. More precisely, they rely on a rank-ordering of interpretations that is based on the number of formulas that the interpretations falsify. It is briefly discussed how these operators could be refined, by taking into account various distribution policies of the falsified information among the knowledge sources, syntactical properties of formulas to be fused and forms of integrity constraints preference among literals.
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Eric Gregoire, "Syntax and semantics in knowledge fusion: a mixed approach", Proc. SPIE 4731, Sensor Fusion: Architectures, Algorithms, and Applications VI, (6 March 2002); doi: 10.1117/12.458370; https://doi.org/10.1117/12.458370
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KEYWORDS
Chemical species

Logic

Information fusion

Control systems

Sensor fusion

Statistical modeling

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