Reconciliation of ontology mappings to support robust service interoperability

Asad Masood Khattak; Zeeshan Pervez; Khalid Latif; A. M. Jehad Sarkar; Sungyoung  Lee; Young-Koo Lee

doi:10.1109/SCC.2011.83

Reconciliation of ontology mappings to support robust service interoperability

Asad Masood Khattak, Zeeshan Pervez, Khalid Latif, A. M. Jehad Sarkar, Sungyoung Lee, Young-Koo Lee

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Abstract

Information on web and in use of web services is increasing enormously even on hourly bases. On semantic web the information is represented in ontology. For system and services to share the information, a sort of mediation (i.e., mappings) is required. Mappings are established between the ontologies (information sources) of web services for resolving the terminological and conceptual incompatibilities. However, with the discovery of new knowledge in the field and accommodating the knowledge in domain ontologies makes the ontology to evolve from one consistent state to another. This consequently makes existing mappings between ontologies unreliable and staled due to the changes in resources. So there is a need for mapping evolution to eliminate discrepancies from the existing mappings. To re-establish the mappings between dynamic ontologies, existing systems restart the complete mapping process which is time consuming. The approach proposed in this paper provides the benefits of mapping reconciliation between the updated ontologies. It takes less time as compared to the existing systems. It only considers the changed resources and eliminates the staleness from the mappings. This approach uses the change history of ontology to drastically reduce the time required for reconciling mappings among ontologies. Experimental results with four different mapping systems using standard data sets are provided that validate our claims

Original language	English
Title of host publication	2011 IEEE International conference on services computing
Editors	Hans-Arno Jacobsen, Yang Wang, Patrick Hung
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	298-305
Number of pages	8
ISBN (Print)	9780769544625
DOIs	https://doi.org/10.1109/SCC.2011.83
Publication status	Published - 4 Jul 2011
Externally published	Yes
Event	The 8th IEEE International Conference on Services Computing (IEEE SCC 2011) - Wasington DC, United States Duration: 4 Jul 2011 → 9 Jul 2011

Conference

Conference	The 8th IEEE International Conference on Services Computing (IEEE SCC 2011)
Country/Territory	United States
City	Wasington DC
Period	4/07/11 → 9/07/11

Access to Document

10.1109/SCC.2011.83

Cite this

@inproceedings{c91cbc25a8d44467a245b30fd4a95767,

title = "Reconciliation of ontology mappings to support robust service interoperability",

abstract = "Information on web and in use of web services is increasing enormously even on hourly bases. On semantic web the information is represented in ontology. For system and services to share the information, a sort of mediation (i.e., mappings) is required. Mappings are established between the ontologies (information sources) of web services for resolving the terminological and conceptual incompatibilities. However, with the discovery of new knowledge in the field and accommodating the knowledge in domain ontologies makes the ontology to evolve from one consistent state to another. This consequently makes existing mappings between ontologies unreliable and staled due to the changes in resources. So there is a need for mapping evolution to eliminate discrepancies from the existing mappings. To re-establish the mappings between dynamic ontologies, existing systems restart the complete mapping process which is time consuming. The approach proposed in this paper provides the benefits of mapping reconciliation between the updated ontologies. It takes less time as compared to the existing systems. It only considers the changed resources and eliminates the staleness from the mappings. This approach uses the change history of ontology to drastically reduce the time required for reconciling mappings among ontologies. Experimental results with four different mapping systems using standard data sets are provided that validate our claims",

author = "{Masood Khattak}, Asad and Zeeshan Pervez and Khalid Latif and Sarkar, {A. M. Jehad} and Sungyoung Lee and Young-Koo Lee",

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Masood Khattak, A, Pervez, Z, Latif, K, Sarkar, AMJ, Lee, S & Lee, Y-K 2011, Reconciliation of ontology mappings to support robust service interoperability. in H-A Jacobsen, Y Wang & P Hung (eds), 2011 IEEE International conference on services computing. IEEE, Piscataway, NJ, pp. 298-305, The 8th IEEE International Conference on Services Computing (IEEE SCC 2011), Wasington DC, United States, 4/07/11. https://doi.org/10.1109/SCC.2011.83

Reconciliation of ontology mappings to support robust service interoperability. / Masood Khattak, Asad; Pervez, Zeeshan; Latif, Khalid et al.
2011 IEEE International conference on services computing. ed. / Hans-Arno Jacobsen; Yang Wang; Patrick Hung. Piscataway, NJ: IEEE, 2011. p. 298-305.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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BT - 2011 IEEE International conference on services computing

A2 - Jacobsen, Hans-Arno

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ER -

Reconciliation of ontology mappings to support robust service interoperability

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