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.

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