Relational Exploration - Reconciling Plato and Aristotle

Sebastian RudolphSebastian Rudolph

ISSN: 1613-0073

Sebastian Rudolph
Relational Exploration - Reconciling Plato and Aristotle
In Hitzler, Roth-Berghofer, Rudolph, eds., Proceedings of the Workshop on Artificial Intelligence (FAInt-07), volume Vol-277 of CEUR Workshop Proceedings, September 2007

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KurzfassungAbstract
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.
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Forschungsgruppe:Research Group: Information Systems„Information Systems“ befindet sich nicht in der Liste (Computational Logic, Automatentheorie, Wissensverarbeitung, Knowledge-Based Systems, Knowledge Systems, Wissensbasierte Systeme, Logische Programmierung und Argumentation, Algebra und Diskrete Strukturen, Knowledge-aware Artificial Intelligence, Algebraische und logische Grundlagen der Informatik) zulässiger Werte für das Attribut „Forschungsgruppe“.Knowledge-Based Systems

@inproceedings{R2007,
  author    = {Sebastian Rudolph},
  title     = {Relational Exploration - Reconciling Plato and Aristotle},
  editor    = {Hitzler and Roth-Berghofer and Rudolph},
  booktitle = {Proceedings of the Workshop on Artificial Intelligence (FAInt-07)},
  series    = {CEUR Workshop Proceedings},
  volume    = {Vol-277},
  year      = {2007},
  month     = {September}
}