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| Criterion |  Product Discovery Smoke Test |  Knowledge Modeling Ontology Design Patterns |  Architecture ARID (Active Reviews for Intermediate Designs) |
|---|---|---|---|
Purposedifferent | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | 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. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 1-5 Tage | 1-3 h pro Pattern | 2–4 h review as a planning range; preparation and evaluation additional |
Participantsdifferent | Nutzertraffic | 1-6 | Designers, developers as users, and facilitation |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions |
Tagsno overlap | ValidationExperimentsDemandGrowth | OntologyPatternsReuseSemanticModeling | ArchitectureEngineeringFeedbackValidationTasks |
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