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Selected:ARID (Active Reviews for Intermediate Designs)Linked Open TermsShape-First ModelingOntology Design Patterns
| Criterion |  Architecture ARID (Active Reviews for Intermediate Designs) |  Knowledge Modeling Linked Open Terms |  Knowledge Modeling Shape-First Modeling |  Knowledge Modeling Ontology Design Patterns |
|---|---|---|---|---|
Purposedifferent | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. | 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. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 2–4 h review as a planning range; preparation and evaluation additional | Wochen bis Monate | Halber Tag pro Domain Slice | 1-3 h pro Pattern |
Participantsdifferent | Designers, developers as users, and facilitation | 2-8 | 1-4 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Ontology Requirements, Conceptual Model, Published Ontology, Documentation, Maintenance Plan | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Selected Patterns, Adapted Schema Fragments, Pattern Documentation |
Tagsno overlap | ArchitectureEngineeringFeedbackValidationTasks | OntologyMethodologyAgileSemantic | Knowledge graphValidationSemantic | OntologyPatternsReuseSemanticModeling |