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| Criterion |  Product Discovery Learning Card |  Knowledge Modeling NeOn Methodology |  Product Discovery MVP Test Matrix |  Knowledge Modeling Ontology Design Patterns |
|---|---|---|---|---|
Purposedifferent | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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. | 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. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. |
Complexitydifferent | Low | High | Medium | Medium |
Timedifferent | 25-40 min | Mehrere Wochen bis Monate | 45-75 min | 1-3 h pro Pattern |
Participantsdifferent | 1-5 | 2-10 | 2-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Learning Card with evidence and next action | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Test Matrix, Test Plan | Selected Patterns, Adapted Schema Fragments, Pattern Documentation |
Tagsno overlap | ExperimentsValidationDiscoveryLearning | OntologyMethodologyReuseSemanticEngineering | ExperimentsValidationDiscoveryOptions | OntologyPatternsReuseSemanticModeling |