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Uncertain Reasoning in Concept Lattices

Abstract:

This paper presents concept lattices as a natural representation of class hierarchies in object-oriented databases and frame-based knowledge representations. We show how to extend concept lattices by uncertainty in the form of conditional probabilities. We illustrate that uncertain reasoning within the hierarchical structure of concept lattices can be performed efficiently and makes uncertain conclusions more precise.

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Publisher:
Springer
Volume:
946
Host title:
Proceedings of the 3rd European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty‚ ECSQARU 1995‚ Fribourg‚ Switzerland‚ July 3−5‚ 1995
Publication date:
1995-01-01
ISBN:
3540601120
UUID:
uuid:fc44e2d2-da8f-4531-b2e5-c9442be2525a
Local pid:
cs:6759
Deposit date:
2015-03-31

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