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Empirical analysis of impacts of instance-driven changes in ontologies

Abgaz, Yalemisew M. and Pahl, Claus (2010) Empirical analysis of impacts of instance-driven changes in ontologies. In: The 5th International Workshop on Ontology Content OnToContent 2010..

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Abstract

Changes in the characterization of instances in digital contents are one of the rationales to change or evolve ontologies which support the domain. These changes can impacts on one or more of interrelated ontologies. Before implementing changes, their impact on the target ontology, other dependent ontologies or dependent systems should be analysed. We investigate three concerns for the determination of impacts of changes in ontologies: representation of changes to ensure minimum impact, impact determination and integrity determination. Key elements of our solution are the operationalization of change operations to minimize impacts, a parameterization approach for the determination of impacts, a categorization scheme for identified impacts, and prioritization technique for change operations based on the severity of impacts.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Uncontrolled Keywords:E-Learning; Ontology evolution; impact determination; instance-driven change
Subjects:Social Sciences > Educational technology
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Published in:On the Move to Meaningful Internet Systems: OTM 2010 Workshops. Lecture Notes in Computer Science 6428. Springer-Verlag.
Publisher:Springer-Verlag
Official URL:http://www.springerlink.com/content/f5656157580k5672/
Copyright Information:© 2010 Springer-Verlag. The original publication is available at www.springerlink.com
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:15970
Deposited On:19 Jul 2011 11:27 by Shane Harper. Last Modified 19 Jul 2011 11:27

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