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| Criterion |  Knowledge Modeling Concept Mapping |  UX Research Empathy Mapping |  Innovation Brainstorming |
|---|---|---|---|
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. | When a team faces an open question with many obvious directions, the method first creates breadth instead of premature commitment. It separates idea flow from evaluation and makes lines of thought visible, creating a pool for selection and further development. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 1-2 h | 30–60 min | 30-60 min |
Participantsdifferent | 1-8 | 4-8 | 4-12 |
Formatdifferent | Workshop + async | Workshop | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Empathy Map, Assumptions List, Research Gaps | Idea pool, Theme clusters, Shortlist |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | SynthesisQualitativeWorkshop | BrainstormingIdeationCreativityWorkshopDivergence |
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