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| Criterion |  Knowledge Modeling Shape-First Modeling |  Delivery RAID Log |  Knowledge Modeling Ontology Design Patterns |
|---|---|---|---|
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. | Helps clarify scope, sequence, and delivery flow in concrete terms. It makes work, boundaries, and order steerable. The result is captured as a RAID Log and a source for status reporting. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | Halber Tag pro Domain Slice | 30 min Setup, dann laufend | 1-3 h pro Pattern |
Participantsdifferent | 1-4 | 1-3 maintaining, briefing for everyone | 1-6 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | RAID Log, Status Report Source | Selected Patterns, Adapted Schema Fragments, Pattern Documentation |
Tagsno overlap | Knowledge graphValidationSemantic | RiskTrackingStakeholdersGovernance | OntologyPatternsReuseSemanticModeling |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
