Predicting Performance of OWL Reasoners: Locally or Globally?
نویسندگان
چکیده
We propose a novel approach to performance prediction of OWL reasoners that selects suitable, small ontology subsets, and then extrapolates to the whole ontology. Our second contribution concerns ontology features: we report their high intercorrelation using PCA: the ontologies basically differ in one or two features.
منابع مشابه
Predicting OWL Reasoners: Locally or Globally?
We propose a novel approach for performance prediction of OWL reasoners. It selects suitable, small ontology subsets, and then extrapolates reasoner’s performance on them to the whole ontology. We investigate intercorrelation of ontology features using PCA. Finally, we discuss various error measures for performance prediction and compare our approach against an existing one using these measures.
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