A clearly-defined and well-structured methodology can reduce ontology development time and increase the possibility of the project success. However, there exists no mature knowledge engineering methodology for ontology developments. Nevertheless, METHONTOL-OGY, known as one of the best methodologies, has been adopted in several ontology developments due to its domain-independent characteristics. In this paper, we develop the Graduation Screen Ontology (GSO) based on the guidelines suggested by METHONTOL-OGY to analyze the ontology development life cycle suggested in METHONTOLOGY and to identify the issues related to the METHONTOLOGY approach, OWL-DL, and Protégé-OWL. Based on our GSO development experience, we found several drawbacks of the METHONTOLOGY approach. We also address some issues related with Protégé-OWL and OWL-DL.We finally discuss contributions and practical implications of this study.Fourth International Conference on Networked Computing and Advanced Information Management 978-0-7695-3322-3/08 $25.00
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