Abstract
This paper proposes a checking method based on mutual instances and discusses three key problems in the method: how to deal with mistakes in the mutual instances and how to deal with too many or too few mutual instances. It provides the checking based on the weighted mutual instances considering fault tolerance, gives a way to partition the large-scale mutual instances, and proposes a process greatly reducing the manual annotation work to get more mutual instances. Intension annotation that improves the checking method is also discussed. The method is practical and effective to check subsumption relations between concept queries in different ontologies based on mutual instances.
Similar content being viewed by others
References
Guarino N. Formal Ontology and Information Systems.Proceedings of the 1st International Conference on Formal Ontologies in Information Systems, Trento, 1998. 3–15.
Kalfoglou Y, Schorlemmer M. Ontology Mapping: the State of the Art.The Knowledge Engineering Review, 2003,18 (1):1–31.
Deen S M, Al-Qasem M. A Query Subsumption Technique.Proceedings of the 10th International Conference Database and Expert Systems Applications, Florence, 1999. 362–371.
Baader F, Calvanese D, McGuinness D L,et al. The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge: Cambridge University Press, 2003.
Doan A, Madhavan J, Domingos P,et al. Learning to Map between Ontologies on the Semantic Web.Proceedings of the Eleventh International Conference on World Wide Web, Honolulu, 2002. 662–673.
Rodriguez M A, Egenhofer M J. Determining Semantic Similarity Among Entity Classes from Different Ontologies.IEEE Transactions on Knowledge and Data Engineering, 2003,15: 442–456.
Everitt B S, Landau S, Leese M.Cluster Analysis (4th edition). Oxford: Oxford University Press, 2001.
Author information
Authors and Affiliations
Corresponding author
Additional information
Foundation item: Supported by the National Natural Sciences Foundation of China (60373066, 60425206, 90412003), National Grand Fundamental Research 973 Program of China(2002CB312000), National Research Foundation for the Doctoral Program of Higher Education of China (20020286004)
Biography: KANG Da-zhou(1980-), male, Ph.D. candidate, research direction: semantic Web, knowledge representation on the Web.
Rights and permissions
About this article
Cite this article
Da-zhou, K., Jian-jiang, L., Bao-wen, X. et al. Subsumption checking between concept queries in different ontologies based on mutual instances. Wuhan Univ. J. Nat. Sci. 11, 68–72 (2006). https://doi.org/10.1007/BF02831706
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF02831706