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| Criterion | ![]() Knowledge Modeling Shape-First Modeling | ![]() Knowledge Modeling Linked Open Terms | ![]() Architecture Architecture Decision Record |
|---|---|---|---|
Purposedifferent | 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. | Linked Open Terms connects terminology work with linked-data thinking and makes terminology technically connectable. Vocabulary, meanings, and references can thereby be maintained consistently. | An ADR permanently records an architecture decision with context, trade-offs, and consequence. It creates continuity for later changes because the decision path stays traceable. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | Halber Tag pro Domain Slice | Wochen bis Monate | 15-45 min |
Participantsdifferent | 1-4 | 2-8 | 1-3 |
Formatdifferent | Workshop + async | Workshop + async | Async |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Ontology Requirements, Conceptual Model, Published Ontology, Documentation, Maintenance Plan | ADR File, Decision Log, Rationale |
Tagsno overlap | Knowledge graphValidationSemantic | OntologyMethodologyAgileSemantic | ArchitectureRationaleDocumentationGovernance |
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