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semantic-stack.md

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Introduction to the semantic web stack

Web 1.0 - pages/browser Web 2.0 - forms, services, social Web 3.0 - linked data, semantic web, web-scale data linkages

Background of semantic web - tagging meets logic

tagging ~= metadata

flexibility and scalability persistent identifiers Entity-Attribute-Value model (traditionally considered an anti-pattern) - sacrifices performance for flexibility ...

  • performance comes with limitations, very use-case specific

Logic: RDF - URIs, statements, directed-labeled-graph (knowledge graph), type, reification RDFS - sub-class, sub-property, domain/range - property-centric constraints ('global') OWL - object vs datatype properties, annotation-, inverse-, functional-, symmetric-, transitive properties ... disjoint, equivalent-class, -property, sameAs, union class, class-centric constraints ('guarded' or 'restricted), SKOS - concepts(individuals) vs. classes; *match

t-box (~classes & properteis) vs a-box (individuals) ontologies All expressed in RDF i.e. mix schema & instance-level in same place

Processing: SPARQL - query Shapes - validation

Mappings - https://douroucouli.wordpress.com/2019/05/27/never-mind-the-logix-taming-the-semantic-anarchy-of-mappings-in-ontologie/

OWL Reference for Humans