Ontology Evaluation

WiseOWL: A Methodology for Evaluating Ontological Descriptiveness and Semantic Correctness for Ontology Reuse and Ontology Recommendations

WiseOWL proposes a systematic methodology with scoring and guidance for selecting ontologies for reuse, addressing the challenge of inconsistent selection criteria. It evaluates four key metrics—documentation, label-definition alignment (using state-of-the-art embeddings), interconnectedness, and hierarchical balance—providing normalized scores and actionable feedback.