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| Criterion |  Knowledge Modeling Competency Questions |  Operations Root Cause Analysis |  Knowledge Modeling NeOn Methodology |
|---|---|---|---|
Purposedifferent | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | When a problem keeps recurring and the cause stays unclear, the method exposes the underlying mechanism. It separates symptom, guess, and robust explanation from one another. | The NeOn Methodology structures ontology work as a controlled process with reuse, scenarios, and reviews. It is useful when ontologies should not emerge ad hoc but modularly and reusably. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 2-4 h | 1-4 h | Mehrere Wochen bis Monate |
Participantsdifferent | 2-8 | 3-8 | 2-10 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | Root causeProblem solvingQualityIncident | OntologyMethodologyReuseSemanticEngineering |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
