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| Criterion |  Knowledge Modeling Property Graph Schema Design |  Knowledge Modeling Ontology Design Patterns |  Facilitation Stakeholder Mapping |
|---|---|---|---|
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. | 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 an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 4-8 h initial, dann iterativ | 1-3 h pro Pattern | 60–90 min |
Participantsdifferent | 1-6 | 1-6 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Stakeholder Map, Engagement Plan, Risk Notes |
Tagsno overlap | Knowledge graphModelingSemantic | OntologyPatternsReuseSemanticModeling | StakeholdersAlignmentFacilitationChange |
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