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Ontology Mapping Techniques and Approaches

by K. Balachandar, E. Thirumagal, D. Aishwarya, R. Rajkumar
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 65 - Number 24
Year of Publication: 2013
Authors: K. Balachandar, E. Thirumagal, D. Aishwarya, R. Rajkumar
10.5120/11232-6514

K. Balachandar, E. Thirumagal, D. Aishwarya, R. Rajkumar . Ontology Mapping Techniques and Approaches. International Journal of Computer Applications. 65, 24 ( March 2013), 13-20. DOI=10.5120/11232-6514

@article{ 10.5120/11232-6514,
author = { K. Balachandar, E. Thirumagal, D. Aishwarya, R. Rajkumar },
title = { Ontology Mapping Techniques and Approaches },
journal = { International Journal of Computer Applications },
issue_date = { March 2013 },
volume = { 65 },
number = { 24 },
month = { March },
year = { 2013 },
issn = { 0975-8887 },
pages = { 13-20 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume65/number24/11232-6514/ },
doi = { 10.5120/11232-6514 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:20:46.664648+05:30
%A K. Balachandar
%A E. Thirumagal
%A D. Aishwarya
%A R. Rajkumar
%T Ontology Mapping Techniques and Approaches
%J International Journal of Computer Applications
%@ 0975-8887
%V 65
%N 24
%P 13-20
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The Organisations may use heterogeneous ontologies for the same domain which results in the representation of different concepts to the same concept. The interoperability problem arises when two ontologies are trying to commune with each other and hence the ontology mapping is required. The ontology mapping discovers the relationship between the pair of concepts of heterogeneous ontology and depicts whether the concepts are similar or not. The mapping document will be generated on mapping two ontologies. The ontologies must respond to the change requirements which make the mapping document to be inconsistent. This paper reports various mapping tools for mapping two ontologies and depicts various techniques such as mapping composition, mapping adaptation and floating model. It also describes various mapping approaches such as KOAN approach, WISE approach and SKIS approach for making the mapping document to be consistent. The existing mapping techniques and approaches deals with the mapping document consistency. The requirement for reconciliation mapping approach is proposed which uses various scenarios for consistency maintenance. In addition to consistency maintenance, it also provides time efficiency, space efficiency and accuracy.

References
  1. Klein, M. : Combining and relating ontologies:an analysis of problems and solutions. In:IJCAI (2001)
  2. Flouris, G. , Manakanatas, D. , Kondylakis, H. , Plexousakis, D. , Antoniou, G. : Ontology change: Classification and survey. Knowl. Eng. Rev. 23, 117–152 (2008)
  3. Yu, C. , Popa, L. : Semantic adaptation of schema mappings when schemas evolve. In: Proceedings of the 31st international conference on Very large data bases. VLDB Endowment, Trondheim, Norway (2005)
  4. A. Y. Halevy, Z. G. Ives, M. Jayant, P. Mork, D. Suciu, I. Tatarinov, The Piazza peer 464 data management system, IEEE Transactions on Knowledge and Data 465 Engineering 16 (2004) 787–798.
  5. T. R. Gruber, "A translation approach to portable ontology specifications", Knowledge Acquisition, vol. 5,no. 2,pp. 199—220,1993.
  6. Brost, Willem Nico, " Constroction of Engineering Ontologies for knowledge Sharing and Reuse", PhD Thesis(1997).
  7. Madhavan, Jayant, Bernstein, Philip A. and Rahm, Erhard, " Generic Schema Matching with Cupid" . In The VLDB Journal. Roma , 2001.
  8. W. Hu, Y. Qu, Falcon-AO: a practical ontology matching system, Journal of Web Semantics 6 (3) (2008) 237–239. doi=http://dx. doi. org/10. 1016/j. websem. 2008
  9. A. Maedche, B. Motik, N. Silva, R. Volz, MAFRA – a MApping FRAmework for distributed ontologies, in: Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management, London, 2002, pp. 235– 250
  10. Lee, A. J. , Nica, A. , Rundensteiner, E. A. : The EVE Approach: View Synchronization in Dynamic Distributed Environments. IEEE Trans. on Knowl. and Data Eng. 14, 931–954 (2002).
  11. Madhavan, J. , Halevy, A. Y. : Composing mappings among data sources. In: Proceedings of the 29th international conference on Very large data bases, VLDB Endowment, Berlin, Germany, vol. 29 (2003)
  12. Fagin, R. , Kolaitis, P. G. , Popa, L. , Tan, W. -C. : Composing schema mappings: Secondorder dependencies to the rescue. ACM Trans. Database Syst. 30, 994–1055 (2005)
  13. Nash, A. , Bernstein, P. A. , Melnik, S. : Composition of mappings given by embedded dependencies. ACM Trans. Database Syst. 32, 4 (2007)
  14. Velegrakis, Y. , Miller, R. J. , Mylopoulos, J. : Representing and Querying Data Transformations. In: Proceedings of the 21st International Conference on Data Engineering. IEEE Computer Society, Los Alamitos (2005)
  15. Xuan, D. N. , Bellatreche, L. , Pierra, G. : A Versioning Management Model for Ontology- Based Data Warehouses, DawaK, Poland (2006)
  16. Stojanovic, L. (2004). Methods and Tools for Ontology Evolution. Ph. D. Thesis, Karlsruhe University, Germany.
  17. Plessers, P. , De Troyer, O,"Ontology Change Detection using a Version",. The Semantic Web – ISWC 2005. s. l. : Springer Berlin / Heidelberg, 2005.
  18. Klein, Michel. 2004. Change Management for Distributed Ontologies. 2004. PhD Thesis.
  19. Asad masood Khattak, Zeeshan Pervez, Khalid Latif, Sungyoung Lee, " Time efficient reconciliation of mappings in dynamic web ontologies", Knowlwdge- Based Systems,vol. 35, pp. 369—374,November, 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Change Requirements Consistency Maintenance Mapping Approaches Ontology Mapping

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