Learning Ontologies from RDF annotations

@inproceedings{Delteil2001LearningOF,
  title={Learning Ontologies from RDF annotations},
  author={Alexandre Delteil and Catherine Faron-Zucker and Rose Dieng},
  booktitle={Workshop on Ontology Learning},
  year={2001}
}
In this paper, we present a method for learning ontologies from RDF annotations of Web resources by systematically generating the most specific generalization of all the possible sets of resources. The preliminary step of our method consists in extracting (partial) resource descriptions from the whole RDF graph gathering all the annotations. In order to deal with algorithmic complexity, we incrementally build the ontology by gradually increasing the size of the resource descriptions we consider… CONTINUE READING
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