2007 ARefinementOperatorbasedLearnin

• (Lehmann & Hitzler, 2007) ⇒ Jens Lehmann, and Pascal Hitzler. (2007). “A Refinement Operator based Learning Algorithm for the ALC Description Logic.” In: Proceedings of the 17th International Conference on Inductive logic programming. ISBN:3-540-78468-3, 978-3-540-78468-5

Subject Headings: Refinement Operator.

Cited By

• http://scholar.google.com/scholar?q=%222007%22+A+Refinement+Operator+based+Learning+Algorithm+for+the+ALC+Description+Logic
• http://dl.acm.org/citation.cfm?id=1793494.1793514&preflayout=flat#citedby

Quotes

Abstract

With the advent of the Semantic Web, description logics have become one of the most prominent paradigms for knowledge representation and reasoning. Progress in research and applications, however, faces a bottleneck due to the lack of available knowledge bases, and it is paramount that suitable automated methods for their acquisition will be developed. In this paper, we provide the first learning algorithm based on refinement operators for the most fundamental description logic ALC. We develop the algorithm from thorough theoretical foundations and report on a prototype implementation.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2007 ARefinementOperatorbasedLearnin	Pascal Hitzler Jens Lehmann			A Refinement Operator based Learning Algorithm for the ALC Description Logic						2007