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| Criterion |  Knowledge Modeling IBIS |  Knowledge Modeling Knowledge Mapping |  Agile Affinity Estimation |
|---|---|---|---|
Purposedifferent | 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. | 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. | When many tasks need to be classified quickly, it sorts them by perceived effort and similarity. It reduces the effort of fine-grained estimation for large volumes. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-3 h | 1-3 h | 30-90 min |
Participantsdifferent | 2-8 | 3-12 | 3-12 |
Formatdifferent | Workshop + async | Workshop | Workshop |
Outputdifferent | Issue Map, Positions, Argument Notes | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Affinity Size Map, Grouped Estimates, Unclear Items |
Tagsno overlap | RationaleKnowledgeDecision | KnowledgeMappingRisk | EstimationBacklogRelative sizing |
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