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| Criterion |  Knowledge Modeling NeOn Methodology |  Knowledge Modeling Ontology Design Patterns |  Product Discovery MVP Test Matrix |  Product Discovery Fake Door Test |
|---|---|---|---|---|
Purposedifferent | 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. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | 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 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. |
Complexitydifferent | High | Medium | Medium | Medium |
Timedifferent | Mehrere Wochen bis Monate | 1-3 h pro Pattern | 45-75 min | 1-5 Tage |
Participantsdifferent | 2-10 | 1-6 | 2-8 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Test Matrix, Test Plan | Click Data, Interest Signal, Learning Decision |
Tagsno overlap | OntologyMethodologyReuseSemanticEngineering | OntologyPatternsReuseSemanticModeling | ExperimentsValidationDiscoveryOptions | ValidationExperimentsDemandDiscovery |