Definition
In the context of computer and information sciences, an ontology defines a set of representational primitives with which to model a domain of knowledge or discourse. The representational primitives are typically classes (or sets), attributes (or properties), and relationships (or relations among class members). The definitions of the representational primitives include information about their meaning and constraints on their logically consistent application. In the context of database systems, ontology can be viewed as a level of abstraction of data models, analogous to hierarchical and relational models, but intended for modeling knowledge about individuals, their attributes, and their relationships to other individuals. Ontologies are typically specified in languages that allow abstraction away from data structures and implementation strategies; in practice, the languages of ontologies are closer...
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Recommended Reading
Berners-Lee T., Hendler J., and Lassila O. The semantic web. Scientific American, May 2001.
Gruber T.R. A translation approach to portable ontology specifications. Knowl. Acquisition, 5(2):199–220, 1993.
Gruber T.R. Toward principles for the design of ontologies used for knowledge sharing. Int. J. Hum. Comput. Stud., 43(5–6):907–928, 1995.
Guarino N. Formal ontology, conceptual analysis and knowledge representation. Int. J. Hum. Comput. Stud., 43(5–6):625–640, 1995.
Hayes P.J. The second naive physics manifesto. In Formal Theories of the Common-Sense World, Moore (eds.). Hobbs, Ablex, Norwood, MA, 1985.
McCarthy J. Circumscription – a form of non-monotonic reasoning. Artif. Intell., 5(13):27–39, 1980.
McGuinness D.L. and van Harmelen F. OWL web ontology language. W3C Recommendation, February 10, 2004. Available online at: http://www.w3.org/TR/owl-features/.
Neches R., Fikes R.E., Finin T., Gruber T.R., Patil R., Senator T., and Swartout W.R. Enabling technology for knowledge sharing. AI Mag., 12(3):16–36, 1991.
Smith B. and Welty C. Ontology – towards a new synthesis. In Proc. Int. Conf. on Formal Ontology in Information Systems, 2001.
Sowa J.F. Conceptual Structures: Information Processing in Mind and Machine, Addison Wesley, Reading, MA, 1984.
Standard Upper Ontology Working Group (SUO). IEEE P1600.1. Available online at: http://suo.ieee.org/.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer Science+Business Media, LLC
About this entry
Cite this entry
Gruber, T. (2009). Ontology. In: LIU, L., ÖZSU, M.T. (eds) Encyclopedia of Database Systems. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-39940-9_1318
Download citation
DOI: https://doi.org/10.1007/978-0-387-39940-9_1318
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-35544-3
Online ISBN: 978-0-387-39940-9
eBook Packages: Computer ScienceReference Module Computer Science and Engineering