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| Criterion |  Knowledge Modeling Ontology Design Patterns |  Operations Fishbone Diagram |  Knowledge Modeling Property Graph Schema Design |  Knowledge Modeling Competency Questions |
|---|---|---|---|---|
Purposedifferent | 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 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. | Property Graph Schema Design turns business and technical requirements into a robust graph schema. It fits when query patterns, constraints, and migrations need to be thought about together. | 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 | Medium | Low | Medium | Medium |
Timedifferent | 1-3 h pro Pattern | 30-60 min | 4-8 h initial, dann iterativ | 2-4 h |
Participantsdifferent | 1-6 | 2-8 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Fishbone Diagram, Cause Categories, Investigation Backlog | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | OntologyPatternsReuseSemanticModeling | Root causeQualityOperations | Knowledge graphModelingSemantic | OntologyKnowledge graphScopeRequirementsSemantic |