Relation Instantiation for Ontology Population Using the Web

The Semantic Web requires automatic ontology population methods. We developed an approach, that given existing ontologies, extracts instances of ontology relations, a specific subtask of ontology population. We use generic, domain independent techniques to extract candidate relation instances from the Web and exploit the redundancy of information on the Web to compensate for loss of precision caused by the use of these generic methods. The candidate relation instances are then ranked based on co-occurrence with a seed set. In an experiment, we extracted instances of the relation between artists and art styles. The results were manually evaluated against selected art resources.

• Type: Journal
• Year: 2006
• Where: KI
• Authors: Viktor de Boer, Maarten van Someren, Bob J. Wielinga
• Keywords: Artificial Intelligence, Candidate Relation Instances, KI 2006, Ontology Population, Ontology Population Methods