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Evolutionary Discovery of OWL SubClassOf Axioms

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  • Title:
    Evolutionary Discovery of OWL SubClassOf Axioms
  • Author: Felin, Rémi ; Faron, Catherine ; Tettamanzi, Andrea G B
  • Subjects: Computer Science
  • Description: We consider a possibilistic framework and an evolutionary approach for ontology enrichment with OWL axioms. This poster presents 1) an extension of OWL SubClassOf axioms mining, where candidate axioms are composed of complex class and 2) an optimization of the OWL SubClassOf axioms assessment heuristic. The results highlight 1) promising first results on the complex SubClassOf axioms mining and 2) that our proposal significantly outperforms the original algorithm, enabling a significant reduction in computation time (CPU).
  • Creation Date: 2022
  • Language: English
  • Source: Hyper Article en Ligne (HAL) (Open Access)
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