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| Criterion |  Knowledge Modeling Shape-First Modeling |  Agile Acceptance Criteria Workshop |  Knowledge Modeling Linked Open Terms |
|---|---|---|---|
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. | When a story needs clear checkpoints before implementation, it sharpens expectation and scope together. It sorts work by value, risk, and delivery ability. The result is captured as Acceptance Criteria and a Story Update. | Linked Open Terms connects terminology work with linked-data thinking and makes terminology technically connectable. Vocabulary, meanings, and references can thereby be maintained consistently. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | Halber Tag pro Domain Slice | 20-40 min pro Story | Wochen bis Monate |
Participantsdifferent | 1-4 | 3-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Acceptance Criteria, Story Update | Ontology Requirements, Conceptual Model, Published Ontology, Documentation, Maintenance Plan |
Tagsno overlap | Knowledge graphValidationSemantic | AgileRequirementsRefinementBehavior-Driven Development | OntologyMethodologyAgileSemantic |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
