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| Criterion |  Operations Change Analysis |  Knowledge Modeling Property Graph Schema Design |  Knowledge Modeling Ontology Design Patterns |
|---|---|---|---|
Purposedifferent | 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. | Property Graph Schema Design turns business and technical requirements into a robust graph schema. It fits when query patterns, constraints, and migrations need to be thought about together. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 45-120 min | 4-8 h initial, dann iterativ | 1-3 h pro Pattern |
Participantsdifferent | 2-6 | 1-6 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Change Matrix, Cause Hypotheses, Validation Questions, Action List | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Selected Patterns, Adapted Schema Fragments, Pattern Documentation |
Tagsno overlap | ChangeRoot causeTroubleshootingComparison | Knowledge graphModelingSemantic | OntologyPatternsReuseSemanticModeling |
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