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Selected:Ontology Design PatternsProperty Graph Schema DesignLASR (Lightweight Approach for Software Reviews)Failure Mode and Effects Analysis
| Criterion | ![]() Knowledge Modeling Ontology Design Patterns | ![]() Knowledge Modeling Property Graph Schema Design | ![]() Architecture LASR (Lightweight Approach for Software Reviews) | ![]() Operations Failure Mode and Effects Analysis |
|---|---|---|---|---|
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. | LASR helps development teams identify where their software falls short of important quality goals and which improvements to consider. A small group with existing system knowledge can make an initial assessment and investigate open questions in more detail. | 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. |
Complexitydifferent | Medium | Medium | Medium | High |
Timedifferent | 1-3 h pro Pattern | 4-8 h initial, dann iterativ | 3–4 h for initial assessment; preparation and deeper analysis additional | 2-6 h |
Participantsdifferent | 1-6 | 1-6 | 1 or a small team; particularly suitable for 3–4 people | 3-10 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Lean Mission Statement describing the software’s purpose, Prioritized quality goals and evaluation criteria, Risks and estimated gaps against quality goals, More closely examined findings and open checks | FMEA Table, Risk Priority, Mitigation Actions |
Tagsno overlap | OntologyPatternsReuseSemanticModeling | Knowledge graphModelingSemantic | ArchitectureQualityRiskAssessmentLean | RiskQualityOperationsRoot cause |



