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| Criterion |  Knowledge Modeling NeOn Methodology |  Operations Fishbone Diagram |  Knowledge Modeling Ontology Design Patterns |  Knowledge Modeling Competency Questions |
|---|---|---|---|---|
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. | When a problem has several possible contributing factors, the method sorts causes by cause areas. It prevents an initial hunch from blocking the view of other plausible drivers. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. |
Complexitydifferent | High | Low | Medium | Medium |
Timedifferent | Mehrere Wochen bis Monate | 30-60 min | 1-3 h pro Pattern | 2-4 h |
Participantsdifferent | 2-10 | 2-8 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Fishbone Diagram, Cause Categories, Investigation Backlog | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | OntologyMethodologyReuseSemanticEngineering | Root causeQualityOperations | OntologyPatternsReuseSemanticModeling | OntologyKnowledge graphScopeRequirementsSemantic |