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| Criterion |  Knowledge Modeling Property Graph Schema Design |  UX Research Contextual Inquiry |  Growth A/B Testing |
|---|---|---|---|
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. | When work processes are known only from accounts and the real context stays hidden, Contextual Inquiry makes behavior at the workplace visible. Observation and follow-up questions together show how people actually work, get interrupted, and improvise. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 4-8 h initial, dann iterativ | 1-3 Wochen | 1-4 Wochen |
Participantsdifferent | 1-6 | 4-12 Beobachtungen | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Async |
Outputdifferent | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Field Notes, Workflow Insights, Pain Points | Experiment results, Decision log, Learning summary |
Tagsno overlap | Knowledge graphModelingSemantic | UX researchObservationContext | ExperimentsGrowthAnalyticsValidation |
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