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| Criterion |  Knowledge Modeling Shape-First Modeling |  Architecture arc42 |  Knowledge Modeling NeOn Methodology |
|---|---|---|---|
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. | arc42 structures architecture knowledge so teams can document system, decisions, and risks consistently. The template builds a living understanding of the architecture instead of scattered notes. | The NeOn Methodology structures ontology work as a controlled process with reuse, scenarios, and reviews. It is useful when ontologies should not emerge ad hoc but modularly and reusably. |
Complexitydifferent | Medium | Low | High |
Timedifferent | Halber Tag pro Domain Slice | 1-2 Tage | Mehrere Wochen bis Monate |
Participantsdifferent | 1-4 | 1-4 | 2-10 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Architecture Document, Context View, Runtime View, Deployment View | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report |
Tagsno overlap | Knowledge graphValidationSemantic | ArchitectureDocumentationCommunication | OntologyMethodologyReuseSemanticEngineering |
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