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| Criterion |  Knowledge Modeling NeOn Methodology |  Knowledge Modeling Linked Open Terms |  Product Discovery Test Card |  Product Discovery Learning Card |
|---|---|---|---|---|
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. | 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 Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | High | Medium | Low | Low |
Timedifferent | Mehrere Wochen bis Monate | Wochen bis Monate | 20-35 min | 25-40 min |
Participantsdifferent | 2-10 | 2-8 | 1-5 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Ontology Requirements, Conceptual Model, Published Ontology, Documentation, Maintenance Plan | Test Card with a pre-set threshold | Learning Card with evidence and next action |
Tagsno overlap | OntologyMethodologyReuseSemanticEngineering | OntologyMethodologyAgileSemantic | ExperimentsValidationDiscoveryHypothesis | ExperimentsValidationDiscoveryLearning |