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| Criterion |  Knowledge Modeling Competency Questions |  Operations 5 Whys |  Knowledge Modeling Ontology Design Patterns |  Operations Root Cause Analysis |
|---|---|---|---|---|
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. | For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | 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 | Low | Medium | Medium |
Timedifferent | 2-4 h | 15-30 min | 1-3 h pro Pattern | 1-4 h |
Participantsdifferent | 2-8 | 2-6 | 1-6 | 3-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Root cause notes, Countermeasures | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | Root causeIncidentLeanProblem solving | OntologyPatternsReuseSemanticModeling | Root causeProblem solvingQualityIncident |