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Selected:Ontology Design PatternsCompetency QuestionsStakeholder MappingProperty Graph Schema Design
| Criterion |  Knowledge Modeling Ontology Design Patterns |  Knowledge Modeling Competency Questions |  Facilitation Stakeholder Mapping |  Knowledge Modeling Property Graph Schema Design |
|---|---|---|---|---|
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. | 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. | 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. | 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. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 1-3 h pro Pattern | 2-4 h | 60–90 min | 4-8 h initial, dann iterativ |
Participantsdifferent | 1-6 | 2-8 | 2-8 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Stakeholder Map, Engagement Plan, Risk Notes | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries |
Tagsno overlap | OntologyPatternsReuseSemanticModeling | OntologyKnowledge graphScopeRequirementsSemantic | StakeholdersAlignmentFacilitationChange | Knowledge graphModelingSemantic |