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