Phenomenological Praxis: Applied Lived Experience for Ontological Engineering
The Stakes of Ignoring Lived Experience in Ontological EngineeringOntological engineering has long been dominated by top-down approaches, where experts define concepts, relations, and axioms based on theoretical models or standardized vocabularies. While such methods ensure logical consistency and interoperability, they often fail to capture the nuanced, context-dependent meanings that emerge from actual human practice. This gap is not merely academic; it leads to ontologies that are brittle in real-world applications, requiring constant revision when exposed to the messy, situated realities of users. For experienced practitioners, the frustration is palpable: you invest months in building a beautifully axiomatized ontology, only to find that domain experts cannot map their everyday experiences onto its categories. The root cause is a disconnect between formal representation and lived experience—the unarticulated, pre-reflective knowledge that shapes how people actually perceive and act within a domain.Why Traditional Approaches Fall ShortTraditional ontology engineering methodologies, such as those based on