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Selected:Ontology Design PatternsProperty Graph Schema DesignFailure Mode and Effects AnalysisCompetency Questions
| Criterion |  Knowledge Modeling Ontology Design Patterns |  Knowledge Modeling Property Graph Schema Design |  Operations Failure Mode and Effects Analysis |  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. | 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. | 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 | Medium | High | Medium |
Timedifferent | 1-3 h pro Pattern | 4-8 h initial, dann iterativ | 2-6 h | 2-4 h |
Participantsdifferent | 1-6 | 1-6 | 3-10 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | FMEA Table, Risk Priority, Mitigation Actions | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | OntologyPatternsReuseSemanticModeling | Knowledge graphModelingSemantic | RiskQualityOperationsRoot cause | OntologyKnowledge graphScopeRequirementsSemantic |