Abstract
This paper describes the development of a systematic method for creating domain ontologies. We have chosen to explicitly recognise the differing needs of the human domain expert and the machine in our representation of ontologies in two forms: a conceptual and a logical ontology. The conceptual ontology is intended for human understanding and the logical ontology, expressed in description logics, is derived from the conceptual ontology and intended for machine processing. The main contribution of our work is the division of these two stages of ontology development, with emphasis placed on domain experts themselves creating the conceptual ontology, rather than relying on a software engineer to elicit knowledge about the domain. In particular, this paper concentrates on the creation of conceptual ontologies and analyses the success of our methodology when tested by domain experts.
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References
Kuhn, W.: Implementing Semantic Reference Systems. In: Proceedings of the 6th Agile conference on Geographic Information Science, pp. 63–72 (2003)
Ordnance Survey MasterMap®, http://www.ordnancesurvey.co.uk/oswebsite/products/osmastermap/
Kidd, A.: Knowledge Acquisition for Expert Systems, A Practical Handbook. Plenum Press, New York (1987)
Cristiani, M.: Methodologies for the Semantic Web. AIS SIGSEMIS Bulletin 1(2), 102–136 (2004)
Uschold, M., King, M.: A Methodology for Building Ontologies. In: IJCA 1995 Workshop on Basic Ontological Issues in Knowledge Sharing, Montreal (1995)
Fernà ndez-López, M., Gómez-Pérez, A., Jurista, N.: METHONTOLOGY: From ontological art towards ontological engineering, Stanford (1997)
Grüninger, M., Fox, M.: Methodology for the Design and Evaluation of Ontologies. In: IJCA1995 Workshop on Basic Ontological Issues in Knowledge Sharing, Montreal (1995)
Noy, N.F., McGuinness, D.L.: Ontology Development 101: A guide to creating your first ontology (2001)
Gómez-Pérez, A., Fernà ndez-López, M., De Vicente, M.: Towards a method to conceptualize domain ontologies. In: Working notes of the workshop on Ontological Engineering, ECAI 1996, pp. 41–52, ECCAI (1996)
Hemsley-Flint, F.: Towards interoperability between ecological and topographical data through the application of ontologies, First year report (unpublished, 2005)
Bainbridge, L.: Asking Questions and Accessing Knowledge. Future Computing Systems 1, 143–150 (1986)
Gruber, T.: Towards principles for the design of ontologies used for knowledge sharing. International Journal of Human-Computer Studies 43, 907–928 (1995)
Rector, A., Drummond, N., Horridge, M., Rogers, J., Knublauch, H., Stevens, R., Wang, H., Wroe, C.: OWL Pizzas: Common errors & common patterns from practical experience of teaching OWL-DL. In: Proceedings of the Engineering and Knowledge Management Workshop (2004)
OrchestraOpen Architecture and Spatial Data Infrastructure for Risk Management IST FP6-511678 (2004), http://www.eu-orchestra.org/
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Mizen, H., Dolbear, C., Hart, G. (2005). Ontology Ontogeny: Understanding How an Ontology Is Created and Developed. In: RodrÃguez, M.A., Cruz, I., Levashkin, S., Egenhofer, M.J. (eds) GeoSpatial Semantics. GeoS 2005. Lecture Notes in Computer Science, vol 3799. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11586180_2
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DOI: https://doi.org/10.1007/11586180_2
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