Ontology & Semantic Risk

From spreadsheets to knowledge graphs

OWL, SKOS, and SPARQL applied to risk taxonomies — the technical foundation the rest of OntoRisk's editorial line argues for.

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Ontology Design

Mapping ISO 31000 concepts to OWL classes and relations that hold up under real queries.

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SPARQL for Risk Analytics

Practical query patterns for aggregate exposure, control coverage, and obligation tracing.

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Taxonomy Harmonization

Using SKOS to reconcile competing risk taxonomies across business units without a rip-and-replace.

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From Spreadsheets to Knowledge Graphs: Why Risk Management Needs Ontologies

Risk management, traditionally anchored on spreadsheet models and siloed data, is evolving towards a more integrated, interconnected, and intelligent approach through Ontology & Se…