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LLM-Assisted Ontology Restriction Verification With Clustering-Based Description Generation

An ontology is a scheme for structuring relationships between concepts in a domain, promoting data interoperability and system integration. However, poorly designed ontologies can lead to errors and performance issues. While systems engineering has standardized evaluation guidelines (e.g., ISO/IEC),...

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Principais autores: Seungyeon Kim, Donghyun Kim, Seokju Hwang, Kyong-Ho Lee, Kyunghwa Lee
פורמט: Artigo
שפה:Inglês
יצא לאור: IEEE 2025-01-01
סדרה:IEEE Access
נושאים:
Ontology evaluation
ontology restriction verification
text generation
clustering
גישה מקוונת:https://ieeexplore.ieee.org/document/10971367/
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