Relational Exploration – Reconciling Plato and Aristotle

KI-2007 Workshop on Foundations of Artificial Intelligence

Sebastian Rudolph

Others  :  http://CEUR-WS.org/Vol-277/paper2.pdf
PID  :  21124

来源: CEUR

【 摘 要 】

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.