ONTOLOGY DEVELOPMENT IN THE SEMANTIC WEB FOR EARTH AND ENVIRONMENTAL TERMINOLOGY (SWEET)
Ontologies are hierarchical, with child concepts containing properties that specialize their parent concept(s). The W3C has adopted the DAML+OIL ontology language as its standard Ontology Web Language (OWL). DAML+OIL is a specialization of RDF, itself a specialization of XML. DAML+OIL includes concepts from RDF (class, subclass, property, domain, range, etc.) supplemented with further semantic concepts (cardinality, inverse properties, synonyms, etc.). We selected DAML+OIL for this project.
Our ontologies include orthogonal concepts (space, time, Earth realms, physical quantities, etc.) supplemented with integrative science knowledge concepts (phenomena, events, etc.) Each orthogonal dimension constitutes a hierarchy of complexity (or richness); traversing down the associated tree follows the path of reductionism by adding additional details to more abstract concepts. An additional dimension phenomena is synergetic rather than orthogonal to the others. The phenomena entries describe synthesizing concepts that utilize elements from the other ontologies (e.g., earthquake has associated physical properties, Earth realms, etc.). Taken together, these complementary dimensions mirror the scientist's dual processes of reductionism and synthesis. This structure provides a semantic framework for classifying resources in terms of their underlying knowledge context.