pDAML+OIL: A probabilistic extension to DAML+OIL based on probabilistic Datalog

Zitationsschlüssel:

Nottelmann/Fuhr:04a

Titel:

pDAML+OIL: A probabilistic extension to DAML+OIL based on probabilistic Datalog

Autor(en):

Henrik Nottelmann

Norbert Fuhr

In:

Zitationsschlüssel:

IPMU:04

Titel:

Proceedings Information Processing and Management of Uncertainty in Knowledge-Based Systems

Herausgeber:

In:

Proceedings Information Processing and Management of Uncertainty in Knowledge-Based Systems

Jahr:

2004

BibTeX-Eintrag

Jahr:

2004

Zusammenfassung:

As a representative of ontology languages, DAML+OIL is well-suited for describing objects and their properties. We show that real-life problems require uncertain facts and general rules, which are not supported by DAML+OIL. We extend DAML+OIL accordingly while preserving as much of the original semantics as possible, by mapping DAML+OIL models onto probabilistic Datalog.

BibTeX-Eintrag

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