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| Criterion |  Knowledge Modeling Ontology Design Patterns |  Operations 8D Problem Solving |  Knowledge Modeling Competency Questions |  Operations Root Cause Analysis |
|---|---|---|---|---|
Purposedifferent | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | For an acute quality or delivery problem, the method structures immediate protection and root cause work together. It keeps the situation stable while the actual cause is investigated cleanly. | 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. |
Complexitydifferent | Medium | High | Medium | Medium |
Timedifferent | 1-3 h pro Pattern | 1-6 Wochen | 2-4 h | 1-4 h |
Participantsdifferent | 1-6 | 4-10 | 2-8 | 3-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | 8D Report, Containment Plan, Root Cause Evidence, Corrective Action Plan | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan |
Tagsno overlap | OntologyPatternsReuseSemanticModeling | QualityProblem solvingRoot cause | OntologyKnowledge graphScopeRequirementsSemantic | Root causeProblem solvingQualityIncident |