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The purpose of this tutorial is to introduce the modeller to the notion of the good, the bad, and the ugly of representing knowledge in an ontology, reasons why they are not interchangeable, and provide theory, methods, and techniques to develop better ontologies. The overall goal is to equip the participant with more and more advanced foundations for developing ontologies and to provide hands-on experience, filling one’s engineering toolbox. Starting with some foundations of the representation languages and formalisation choices, the focus will be on evidence-based methods and techniques to find & fix issues, to prevent mistakes from entering in the ontology, and to improve on what has been represented even when it was not wrong. This involves methods that are logic-based and creatively use an automated reasoner to help modelling beyond pointing out inconsistencies or that are grounded in Ontology, such as operationalising the use of a foundational ontology, disentangling part-whole relations and features of object properties more broadly, and adding disjointness where they should be. Some systematised heuristics will pass the revue as well. This is an introductory tutorial at beginner and intermediate level of modelling.
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GOOD: GOod Ontologies and how to Develop them
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GOOD: GOod Ontologies and how to Develop them
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