Inproceedings1563

Relational Exploration - Reconciling Plato and Aristotle

Sebastian Rudolph

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

BibTeX

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
Weitere Informationen unter: Link

Forschungsgruppe

Wissensmanagement

Forschungsgebiet