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Relational Exploration - Reconciling Plato and Aristotle

Published: 2007 September
Herausgeber: Hitzler, Roth-Berghofer, Rudolph
Buchtitel: Proceedings of the Workshop on Artificial Intelligence (FAInt-07)
Ausgabe: Vol-277
Reihe: CEUR Workshop Proceedings
Referierte Veröffentlichung

We provide an interactive method for knowledge acquisition combining approaches from description logic and formal concept analysis. Based on present data, hypothetical rules are formulated and checked against a description logic theory. We propose an abstract framework (Logical Domain Exploration) for this kind of exploration technique before presenting a concrete instantiation: Relational Exploration. We give a completeness result and provide an overview about some application fields for our approach: machine learning, data mining, and ontology engineering.

ISSN: 1613-0073
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