Browse DORAS
Browse Theses
Search
Latest Additions
Creative Commons License
Except where otherwise noted, content on this site is licensed for use under a:

A layered framework for pattern-based ontology evolution

Javed, Muhammad and M. Abgaz, Yalemisew and Pahl, Claus (2011) A layered framework for pattern-based ontology evolution. In: The 3rd International Workshop Ontology-Driven Information System Engineering (ODISE), 20 June 2010, London, UK.

Full text available as:

[img]
Preview
PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
135Kb

Abstract

The challenge of ontology-driven modelling of information components is well known in both academia and industry. In this paper, we present a novel approach to deal with customisation and abstraction of ontology-based model evolution. As a result of an empirical study, we identify a layered change operator framework based on the granularity, domain-specificity and abstraction of changes. The implementation of the operator framework is supported through layered change logs. Layered change logs capture the objective of ontology changes at a higher level of granularity and support a comprehensive understanding of ontology evolution. The layered change logs are formalised using a graph-based approach. We identify the recurrent ontology change patterns from an ontology change log for their reuse. The identified patterns facilitate optimizing and improving the definition of domain-specific change patterns.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Uncontrolled Keywords:pattern-based ontology evolution; ontology change operators; layered change logs
Subjects:Computer Science > Software engineering
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Next Generation Localisation (CNGL)
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:16406
Deposited On:01 Jul 2011 14:25 by Shane Harper. Last Modified 01 Jul 2011 14:25

Download statistics

Archive Staff Only: edit this record