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| Criterion |  Knowledge Modeling Knowledge Mapping |  Knowledge Modeling NeOn Methodology |  Decision Making Red Teaming |
|---|---|---|---|
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. | The NeOn Methodology structures ontology work as a controlled process with reuse, scenarios, and reviews. It is useful when ontologies should not emerge ad hoc but modularly and reusably. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Medium | High | High |
Timedifferent | 1-3 h | Mehrere Wochen bis Monate | 1-4 h |
Participantsdifferent | 3-12 | 2-10 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | KnowledgeMappingRisk | OntologyMethodologyReuseSemanticEngineering | RiskDecisionSensemaking |
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