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| Criterion |  Product Discovery Assumption Mapping |  Knowledge Modeling Linked Open Terms |  Knowledge Modeling Shape-First Modeling |
|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | Linked Open Terms connects terminology work with linked-data thinking and makes terminology technically connectable. Vocabulary, meanings, and references can thereby be maintained consistently. | 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 | Medium |
Timedifferent | 45-60 min | Wochen bis Monate | Halber Tag pro Domain Slice |
Participantsdifferent | 2-8 | 2-8 | 1-4 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Ontology Requirements, Conceptual Model, Published Ontology, Documentation, Maintenance Plan | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation |
Tagsno overlap | AssumptionsRiskExperimentsValidation | OntologyMethodologyAgileSemantic | Knowledge graphValidationSemantic |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
