Existential rules and Bayesian networks for probabilistic ontological data exchange

We investigate the problem of exchanging probabilistic data between ontology-based probabilistic databases. The probabilities of the probabilistic source databases are compactly and flexibly encoded via Bayesian networks, which are closely related to the management of provenance. For the ontologies...

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Bibliographic Details
Main Authors: Lukasiewicz, T, Martinez, M, Predoiu, L, Simari, G
Format: Conference item
Language:English
Published: Springer International Publishing 2015