Title :
Bottom-up construction of ontologies
Author :
van der Vet, Paul E. ; Mars, Nicolaas J I
Author_Institution :
Dept. of Comput. Sci., Twente Univ., Enschede, Netherlands
Abstract :
Presents a particular way of building ontologies that proceeds in a bottom-up fashion. Concepts are defined in a way that mirrors the way their instances are composed out of smaller objects. The smaller objects themselves may also be modeled as being composed. Bottom-up ontologies are flexible through the use of implicit and, hence, parsimonious part-whole and subconcept-superconcept relations. The bottom-up method complements current practice, where, as a rule, ontologies are built top-down. The design method is illustrated by an example involving ontologies of pure substances at several levels of detail. It is not claimed that bottom-up construction is a generally valid recipe; indeed, such recipes are deemed uninformative or impossible. Rather, the approach is intended to enrich the ontology developer´s toolkit
Keywords :
knowledge engineering; bottom-up ontology construction; concept definition; design method; domain model; hierarchical reasoning; implicit relations; knowledge base management; knowledge engineering; knowledge integration; object composition; parsimonious relations; part-whole relations; pure substances; subconcept-superconcept relations; Buildings; Design methodology; Engineering management; Knowledge engineering; Knowledge management; Knowledge representation; Mars; Mirrors; Ontologies; Research and development management;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on