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| Criterion |  Knowledge Modeling Knowledge Mapping |  Architecture ARID (Active Reviews for Intermediate Designs) |  UX Research Affinity Diagramming |
|---|---|---|---|
Purposedifferent | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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. | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 1-3 h | 2–4 h review as a planning range; preparation and evaluation additional | 45–90 min |
Participantsdifferent | 3-12 | Designers, developers as users, and facilitation | 3-10 |
Formatdifferent | Workshop | Workshop + async | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | KnowledgeMappingRisk | ArchitectureEngineeringFeedbackValidationTasks | SynthesisQualitativeRoot cause |
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