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The key to this type of knowledge compilation is the ability to generate so-called empowering clauses.
It unifies state-of-the-art techniques for inference in static and dynamic networks, by combining principles of knowledge compilation with the interface algorithm.
The goal of knowledge compilation in this case is to add clauses to the input CNF until a logically equivalent propagation complete CNF is obtained.
One type of knowledge compilation occurs when the knowledge in question is represented by a Boolean formula in conjunctive normal form (CNF).
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Brenda Barbour and Stuart Russell ''Experiments in Adaptive Indexing for Logic Programming". In Proceedings of the ICML-93 Workshop on Knowledge Compilation and Speedup Learning, Amherst, MA, June 1993.
The class of affine Boolean functions, for example, has been proposed as an interesting alternative to Horn for knowledge compilation.
Knowledge compilation is a process of adding more information to a knowledge base in order to make it easier to deduce facts from the compiled base than from the original one.
Knowledge compilation is used to convert knowledge of one type to another.
The knowledge compilation (KC) map [1] can be viewed as a multi-criteria evaluation of a number of target classes of representations for propositional KC.
These are the declarative stage, the knowledge compilation stage and the procedural stage.
For the manipulation of simplification procedures, some software tools of knowledge acquisition and compilation have been developed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com