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| Criterion |  Product Discovery Fake Door Test |  Knowledge Modeling NeOn Methodology |  Knowledge Modeling Linked Open Terms |  Product Discovery Learning Card |
|---|---|---|---|---|
Purposedifferent | When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small. | 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. | Linked Open Terms connects terminology work with linked-data thinking and makes terminology technically connectable. Vocabulary, meanings, and references can thereby be maintained consistently. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | High | Medium | Low |
Timedifferent | 1-5 Tage | Mehrere Wochen bis Monate | Wochen bis Monate | 25-40 min |
Participantsdifferent | Nutzertraffic | 2-10 | 2-8 | 1-5 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Click Data, Interest Signal, Learning Decision | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Ontology Requirements, Conceptual Model, Published Ontology, Documentation, Maintenance Plan | Learning Card with evidence and next action |
Tagsno overlap | ValidationExperimentsDemandDiscovery | OntologyMethodologyReuseSemanticEngineering | OntologyMethodologyAgileSemantic | ExperimentsValidationDiscoveryLearning |