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| Criterion |  Knowledge Modeling Competency Questions |  Operations Change Analysis |  Systems Thinking Behavior Over Time Graph |  Knowledge Modeling Ontology Design Patterns |
|---|---|---|---|---|
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 deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | A Behavior Over Time Graph shows how a metric or observation develops over time. The method makes trends, breaks, and recurring patterns visible that get lost in snapshots. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 2-4 h | 45-120 min | 20-45 min | 1-3 h pro Pattern |
Participantsdifferent | 2-8 | 2-6 | 1-10 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Change Matrix, Cause Hypotheses, Validation Questions, Action List | Behavior Over Time Graph, Trend Hypotheses, Key Events | Selected Patterns, Adapted Schema Fragments, Pattern Documentation |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | ChangeRoot causeTroubleshootingComparison | Systems thinkingPatternsDynamics | OntologyPatternsReuseSemanticModeling |