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

Citation-Key:

Nottelmann/Fuhr:04a

Title:

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

Author(s):

Henrik Nottelmann

Norbert Fuhr

In:

Citation-Key:

IPMU:04

Title:

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

Editor(s):

In:

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

Year:

2004

BibTeX entry

Year:

2004

Abstract:

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 entry

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