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This article presents the authors' experience in building the Chemicals ontologies from scratch using a methodology called Methontology and the Ontology Design Environment. The ontology-development process includes specification, conceptualization of domain knowledge as a set of intermediate representations based on tabular and graphic notations that are independent of the formal languages used to formalize ontologies, domain knowledge acquisition using knowledge-based-system knowledge-acquisition techniques, integration with existing ontologies, evaluation of the conceptual model generated by the expert, and automatic implementation from the conceptual model into Ontolingua.

M. F. López, A. P. Sierra, A. Gómez-Pérez and J. P. Sierra, "Building a Chemical Ontology Using Methontology and the Ontology Design Environment," in IEEE Intelligent Systems, vol. 14, no. , pp. 37-46, 1999.
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