31st International Conference on Technology of Object-Oriented Language and Systems
Class Algebra for Ontology Reasoning
Nanjing, China
September 22-September 25
ISBN: 0-7695-0393-4
Class algebra provides a natural framework for sharing of ISA hierarchies between users that may be unaware of each other's definitions. This permits data from relational databases, object-oriented databases, and tagged XML documents to be unioned into one distributed ontology, sharable by all users without the need for prior negotiation or the development of a "standard" ontology for each field.Moreover, class algebra produces a functional correspondence between a class's class algebraic definition (i.e. its "intent") and the set of all instances which satisfy the expression (i.e. its "extent"). The framework thus provides assistance in quickly locating examples and counterexamples of various definitions. This kind of information is very valuable when developing models of the real world, and serves as an invaluable tool assisting in the proof of theorems concerning these class algebra expressions.Finally, the relative frequencies of objects in the ISA hierarchy can produce a very useful Boolean algebra of probabilities. The probabilities can be used by traditional information-theoretic classification methodologies to obtain optimal ways of classifying objects in the database.
Index Terms:
Class algebra, ontology, reasoning, probability, ISA, classification, object-oriented
Citation:
Dan Buehrer, Lee Chee-Hwa, "Class Algebra for Ontology Reasoning," tools, pp.2, 31st International Conference on Technology of Object-Oriented Language and Systems, 1999