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| Criterion |  Knowledge Modeling Ontology Design Patterns |  Knowledge Modeling Property Graph Schema Design |  Product Discovery Assumption Mapping |
|---|---|---|---|
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. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-3 h pro Pattern | 4-8 h initial, dann iterativ | 45-60 min |
Participantsdifferent | 1-6 | 1-6 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | OntologyPatternsReuseSemanticModeling | Knowledge graphModelingSemantic | AssumptionsRiskExperimentsValidation |
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