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    Reasoning in the Description Logic BEL using Bayesian Networks

    Date
    2014
    Author
    Ceylan II
    Peñaloza R
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    Abstract
    We study the problem of reasoning in the probabilistic Description Logic ℬℲ. Using a novel structure, we show that probabilistic reasoning in this logic can be reduced in polynomial time to standard inferences over a Bayesian network. This reduction provides tight complexity bounds for probabilistic reasoning in ℬℲ.
    URI
    http://hdl.handle.net/10863/3190
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    • Conference related Publications - Computer Science

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