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| Criterion |  Knowledge Modeling Concept Mapping |  UX Research Empathy Mapping |  Architecture ARID (Active Reviews for Intermediate Designs) |
|---|---|---|---|
Purposedifferent | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | When a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. | 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 | Medium | Low | Medium |
Timedifferent | 1-2 h | 30–60 min | 2–4 h review as a planning range; preparation and evaluation additional |
Participantsdifferent | 1-8 | 4-8 | Designers, developers as users, and facilitation |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Empathy Map, Assumptions List, Research Gaps | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | SynthesisQualitativeWorkshop | ArchitectureEngineeringFeedbackValidationTasks |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
