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| Criterion |  Knowledge Modeling Property Graph Schema Design |  Decision Making Assumption Surfacing |  Knowledge Modeling Ontology Design Patterns |
|---|---|---|---|
Purposedifferent | 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. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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 | Low | Medium |
Timedifferent | 4-8 h initial, dann iterativ | 45-90 min | 1-3 h pro Pattern |
Participantsdifferent | 1-6 | 2-8 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Assumption List, Critical Assumptions, Learning Plan | Selected Patterns, Adapted Schema Fragments, Pattern Documentation |
Tagsno overlap | Knowledge graphModelingSemantic | AssumptionsRiskDecisionDiscovery | OntologyPatternsReuseSemanticModeling |
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