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Selected:NeOn MethodologyARID (Active Reviews for Intermediate Designs)Competency QuestionsProperty Graph Schema Design
| Criterion |  Knowledge Modeling NeOn Methodology |  Architecture ARID (Active Reviews for Intermediate Designs) |  Knowledge Modeling Competency Questions |  Knowledge Modeling Property Graph Schema Design |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | Property Graph Schema Design turns business and technical requirements into a robust graph schema. It fits when query patterns, constraints, and migrations need to be thought about together. |
Complexitydifferent | High | Medium | Medium | Medium |
Timedifferent | Mehrere Wochen bis Monate | 2–4 h review as a planning range; preparation and evaluation additional | 2-4 h | 4-8 h initial, dann iterativ |
Participantsdifferent | 2-10 | Designers, developers as users, and facilitation | 2-8 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries |
Tagsno overlap | OntologyMethodologyReuseSemanticEngineering | ArchitectureEngineeringFeedbackValidationTasks | OntologyKnowledge graphScopeRequirementsSemantic | Knowledge graphModelingSemantic |