Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33093
Ontology-based Domain Modelling for Consistent Content Change Management
Authors: Muhammad Javed, Yalemisew M. Abgaz, Claus Pahl
Abstract:
Ontology-based modelling of multi-formatted software application content is a challenging area in content management. When the number of software content unit is huge and in continuous process of change, content change management is important. The management of content in this context requires targeted access and manipulation methods. We present a novel approach to deal with model-driven content-centric information systems and access to their content. At the core of our approach is an ontology-based semantic annotation technique for diversely formatted content that can improve the accuracy of access and systems evolution. Domain ontologies represent domain-specific concepts and conform to metamodels. Different ontologies - from application domain ontologies to software ontologies - capture and model the different properties and perspectives on a software content unit. Interdependencies between domain ontologies, the artifacts and the content are captured through a trace model. The annotation traces are formalised and a graph-based system is selected for the representation of the annotation traces.Keywords: Consistent Content Management, Impact Categorisation, Trace Model, Ontology Evolution
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1078483
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1684References:
[1] Gene Ontology Tool for the unification of biology: http://www.geneontology.org/.
[2] Boyce, S., Pahl, C.: The development of subject domain ontologies for educational technology systems. Journal of Educational Technology and Society (ETS) IEEE 10(3) (2007) 275-288
[3] Bandara, K.Y., Wang, M., Pahl, C.: Context modeling and constraints binding in web service business processes. In Proceedings of the First international Workshop on Context-Aware Software Technology and Applications (2009)
[4] Holohan, E., McMullen, D., Melia, M., Pahl, C.: Adaptive Courseware Generation based on Semantic Web Technologies. In: Proceeding of the International Workshop on Applications of Semantic Web Technologies for E-Learning (SW-EL2005) at the Twelveth International Conference on Artificial Intelligence in Education (AIED2005) , IOS Press (2005)
[5] Kiryakov, A., Popov, B., Terziev, I., Manov, D., Ognyanoff, D.: Semantic annotation, indexing, and retrieval. Volume 2. (2004) 49-79
[6] Noy, N.F., Klein, M.: Ontology evolution: Not the same as schema evolution. Knowledge and Information Systems. 6(4) (2004) 328-440
[7] Qin, L., Atluri, V.: Evaluating the validity of data instances against ontology evolution over the semantic web. Information and Software Technology. 51(1) (2009) 83-97
[8] Gruhn, V., Pahl, C., Wever, M.: Data model evolution as basis of business process management. In: OOER -95: Proceedings of the 14th International Conference on Object-Oriented and Entity-Relationship Modelling, London, UK, Springer-Verlag (1995) 270-281
[9] Javed, M., Abgaz, Y., Pahl, C.: A pattern-based framework of change operators for ontology evolution. In: 4th International Workshop on Ontology Content. Volume 5872 of LNCS., Springer (2009) 544-553
[10] Stojanovic, L.: Methods and tools for ontology evolution. PhD thesis, University of Karlsruhe (2004)
[11] Ehrig, H., Prange, U., Taentzer, G.: Fundamental theory for typed attributed graph transformation. In Proc. of 2nd Int. Conference on Graph Transformation (ICGT) (2004) 161-177
[12] Petridis, K., Bloehdorn, S., Saathoff, C., Simou, N., Dasiopoulou, S., Tzouvaras, V., Handschuh, S., Avrithis, Y., Kompatsiaris, I., Staab, S.: Knowledge representation and semantic annotation of multimedia content. In: proceedings on V.I.S. Processing, Special issue on Knowledge-Based Digital Media Processing. Volume 153. (2006) 255-262
[13] Bechhofer, S., Yesilada, Y., Horan, B., Goble, C.: Knowledge-driven hyperlinks: Linking in the wild. Volume 4018 of Lecture Notes in Computer Science. (2006) 1-10
[14] Carr, L., Bechhofer, S., Goble, C., Hall, W.: Conceptual linking: Ontologybased open hypermedia. In WWW10, Tenth World Wide Web Conference. (2001)
[15] General Architecture for Text Engineering: http://gate.ac.uk.