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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
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Kurzfassung
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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