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Selected:Property Graph Schema DesignFailure Mode and Effects AnalysisNeOn MethodologyFishbone Diagram
| Criterion |  Knowledge Modeling Property Graph Schema Design |  Operations Failure Mode and Effects Analysis |  Knowledge Modeling NeOn Methodology |  Operations Fishbone Diagram |
|---|---|---|---|---|
Purposedifferent | 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. | For a process, product, or service with noticeable failure risks, the method assesses possible failure modes in advance. It directs attention to combinations of occurrence, effect, and detectability. | 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. |
Complexitydifferent | Medium | High | High | Low |
Timedifferent | 4-8 h initial, dann iterativ | 2-6 h | Mehrere Wochen bis Monate | 30-60 min |
Participantsdifferent | 1-6 | 3-10 | 2-10 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | FMEA Table, Risk Priority, Mitigation Actions | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Fishbone Diagram, Cause Categories, Investigation Backlog |
Tagsno overlap | Knowledge graphModelingSemantic | RiskQualityOperationsRoot cause | OntologyMethodologyReuseSemanticEngineering | Root causeQualityOperations |