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| Criterion |  UX Research Contextual Inquiry |  Knowledge Modeling Shape-First Modeling |
|---|---|---|
Purposedifferent | 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. | Shape-First Modeling defines data quality through shapes before implementation or integration frays at the edges. The approach fits when validation and data contracts should be part of the design from the start. |
Complexitysame | Medium | Medium |
Timedifferent | 1-3 Wochen | Halber Tag pro Domain Slice |
Participantsdifferent | 4-12 Beobachtungen | 1-4 |
Formatsame | Workshop + async | Workshop + async |
Outputdifferent | Field Notes, Workflow Insights, Pain Points | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation |
Tagsno overlap | UX researchObservationContext | Knowledge graphValidationSemantic |
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