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Learning Ontology Relations by Combining Corpus-Based Techniques and Reasoning on Data from Semantic Web Sources

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Gerhard Wohlgenannt

Contents: Ontology learning fundamentals and techniques – Overview of ontology relation detection and labeling methods – A novel hybrid approach for labeling non-taxonomic relations which combines corpus-based methods with ontology reasoning based on Semantic Web sources – Improved accuracy demonstrated with an extensive formal evaluation.