Abstract
The so-called Ontology Design Patterns (ODPs), which have been defined as solutions to ontological design problems, are of great help to developers when modelling ontologies since these patterns provide a development guide and improve the quality of the resulting ontologies. However, it has been demonstrated that, in many cases, developers encounter difficulties when they have to reuse the correct design patterns and include errors in the modelling. Thus, to avoid pitfalls in ontology modelling, this paper proposes classifying errors into two types: (1) errors related to existing ODPs, called anti-patterns, and (2) errors not related to existing ODPs, called pitfalls. This classification is the result of analysing a set of ontologies. This paper is focused on the pitfalls identified during the analysis. In addition the paper presents a classification of the pitfalls found and a set of pitfall examples.
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References
Aguado De Cea, G., Gómez-Pérez, A., Montiel-Ponsoda, E., Suárez-Figueroa, M.C.: Natural Language-Based Approach for Helping in the Reuse of Ontology Design Patterns. In: Gangemi, A., Euzenat, J. (eds.) EKAW 2008. LNCS (LNAI), vol. 5268, pp. 32–47. Springer, Heidelberg (2008)
Alexander, C.: The timeless way of building. Oxford University Press, New York (1979)
Blomqvist, E., Gangemi, A., Presutti, V.: Experiments on Pattern-based Ontology Design. In: Proceedings of the Fifth International Conference on Knowledge Capture (K-CAP), pp. 41–48 (2009)
Gangemi, A.: Ontology Design Patterns for Semantic Web Content. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 262–276. Springer, Heidelberg (2005)
Gangemi, A., Presutti, V.: Ontology Design Patterns. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies, 2nd edn. International Handbooks on Information Systems. Springer, Heidelberg (2009)
Presutti, V., Gangemi, A., David, S., Aguado de Cea, G., Suárez-Figueroa, M.C., Montiel-Ponsoda, E., Poveda, M.: NeOn D2.5.1: A Library of Ontology Design Patterns: reusable solutions for collaborative design of networked ontologies. NeOn project (2008), http://www.neon-project.org
Suárez-Figueroa, M.C., Brockmans, S., Gangemi, A., Gómez-Pérez, A., Lehmann, J., Lewen, H., Presutti, V., Sabou, M.: NeOn D5.1.1: NeOn Modelling Components. NeOn project (2007), http://www.neon-project.org
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Poveda, M., Suárez-Figueroa, M.C., Gómez-Pérez, A. (2010). Common Pitfalls in Ontology Development. In: Meseguer, P., Mandow, L., Gasca, R.M. (eds) Current Topics in Artificial Intelligence. CAEPIA 2009. Lecture Notes in Computer Science(), vol 5988. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14264-2_10
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DOI: https://doi.org/10.1007/978-3-642-14264-2_10
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