Darius Jurkevičius
ABSTRACT
Usually different types of knowledge represented in hierarchical ontology are used for designing of information systems. One of methods to represent ontology is formal concept analysis. In this paper we propose the method how to create ontology and don't use deep specific domain analysis. In this paper we propose the method to extend ontology using action rules. The action rules will be created using learned neural network. That allows more quick and simplifying creation of ontology without deep specific domain analysis.
- Dau F. (2004). Types and Tokens for Logic with Diagrams In K. E. Wolf, H. Pfeifer, & H. Delugach (Eds.), Conceptual Structures at Work: 12th International Conference on Conceptual Structures. Berlin: Springer, p 62--93.Google Scholar
- Olive A. (2007). Conceptual modelling of information systems // Springer Berlin Heidelberg New York, ISBN 978-3-540-39389-4, p 38. Google ScholarDigital Library
- Jurkevičius D., Vasilecas O. (2008). Rules transformation using formal concept approach // Papadopoulos, G. A., Wojtkowski, W., Wojtkowski, W. G., Wrycza, S., & Zupancic, J. (eds), Proc. of the 17th International Conference on Information Systems Development (ISD2008) - Information Systems Development: Towards a Service Provision Society, SpringerVerlag: New York.Google Scholar
- Jurkevičius D., Vasilecas O. (2009). Formal concept analysis for concepts collecting and their analysis // Computer Science and Information Technologies, Latvian University, ISSN 1404--2157, Riga, Nr. 751 (2009), p. 24--41.Google Scholar
- Ganter B., Wille. R. (1999). Formal Concept Analysis: Mathematical Foundations. Springer, Berlin-Heidelberg. Google ScholarDigital Library
- Godin R., Gecsei J., Pichet C. (1989). Design of browsing interface for information retrieval. In N. J. Belkin, & C. J. van Rijsbergen (Eds.), Proc. SIGIR '89, p 32--39. Google ScholarDigital Library
- Martin J., Odell J. (1994). Object-Oriented Methods: A Foundation. Prentice-Hall, p. 52. Google ScholarDigital Library
- Wille R. (1982). Restructuring Lattice Theory: an approach based on hierarchies of concept. Ordered sets / editor I. Rival.---Reidel, Dordrecht-Boston, p 445--470.Google Scholar
- Tilley T. (2003). Formal Concept Analysis Application to requirements engineering and design. http://www.int.gu.edu.au/~inttille/publications/tilley04formal.pdf.Google Scholar
- Wolf K. (1993). A first course in formal concept analysis. In: Faulbaum, F. (ed.) SoftStat'93 Advances in Statistical Software 4, p 429--438.Google Scholar
- WIKIPEDIA (2010), Ontology_(computer_science), Wikipedia. The Free Encyclopedia. {Online}. Available: http://en.wikipedia.org/wiki/Ontology_(computer_science)#Ontology_building_blocks.Google Scholar
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