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| Criterion |  Knowledge Modeling Concept Mapping |  Knowledge Modeling IBIS |  Product Discovery MVP Test Matrix |  Decision Making Argument Mapping |
|---|---|---|---|---|
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. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | When several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-2 h | 1-3 h | 45-75 min | 1-3 h |
Participantsdifferent | 1-8 | 2-8 | 2-8 | 1-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Issue Map, Positions, Argument Notes | Test Matrix, Test Plan | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | RationaleKnowledgeDecision | ExperimentsValidationDiscoveryOptions | SensemakingDecisionRationale |