Abstract
This paper presents Tuuurbine, a case-based reasoning (CBR) system for the Semantic Web. Tuuurbine is built as a generic CBR system able to reason on knowledge stored in RDF format; it uses Semantic Web technologies like RDF/RDFS, RDF stores, SPARQL, and optionally Semantic Wikis. Tuuurbine implements a generic case-based inference mechanism in which adaptation consists in retrieving similar cases and in replacing some features of these cases in order to obtain one or more solutions for a given query. The search for similar cases is based on a generalization/specialization method performed by means of generalization costs and adaptation rules. The whole knowledge (cases, domain knowledge, costs, adaptation rules) is stored in an RDF store.
The development of Tuuurbine was supported by an Inria ADT funding from October 2011 to October 2013. The authors would like to thank the reviewers who have helped improving the quality of this paper: it was not possible to take into account all their remarks in the paper, but these remaining remarks point out interesting issues that the authors plan to address as future work.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Cordier, A., et al.: Taaable: a Case-Based System for personalized Cooking. In: Montani, S., Jain, L.C. (eds.) Successful Case-based Reasoning Applications-2. SCI, vol. 494, pp. 121–162. Springer, Heidelberg (2014)
Cordier, A., Lieber, J., Molli, P., Nauer, E., Skaf-Molli, H., Toussaint, Y.: WIKITAAABLE: A semantic wiki as a blackboard for a textual case-based reasoning system. In: SemWiki 2009 - 4th Semantic Wiki Workshop at the 6th European Semantic Web Conference - ESWC 2009, Heraklion, Grèce (May 2009)
Badra, F., Bendaoud, R., Bentebibel, R., Champin, P.-A., Cojan, J., Cordier, A., Després, S., Jean-Daubias, S., Lieber, J., Meilender, T., Mille, A., Nauer, E., Napoli, A., Toussaint, Y.: TAAABLE: Text Mining, Ontology Engineering, and Hierarchical Classification for Textual Case-Based Cooking. In: Schaaf, M. (ed.) 9th European Conference on Case-Based Reasoning - ECCBR 2008, Workshop Proceedings, Trier, Allemagne, pp. 219–228 (2008)
Shakespeare, W.: Romeo and Juliet (1597)
Richter, M.M.: Introduction. In: Lenz, M., Bartsch-Spörl, B., Burkhard, H.-D., Wess, S. (eds.) Case-Based Reasoning Technology. LNCS (LNAI), vol. 1400, pp. 1–15. Springer, Heidelberg (1998)
Maximini, K., Maximini, R., Bergmann, R.: An investigation of generalized cases. In: Ashley, K.D., Bridge, D.G. (eds.) ICCBR 2003. LNCS (LNAI), vol. 2689, pp. 261–275. Springer, Heidelberg (2003)
Recio-García, J.A., González-Calero, P.A., Díaz-Agudo, B.: jcolibri2: A framework for building case-based reasoning systems. Science of Computer Programming (79), 126–145 (2014)
Dufour-Lussier, V., Lieber, J., Nauer, E., Toussaint, Y.: Improving case retrieval by enrichment of the domain ontology. In: Ram, A., Wiratunga, N. (eds.) ICCBR 2011. LNCS, vol. 6880, pp. 62–76. Springer, Heidelberg (2011)
Bach, K., Althoff, K.-D.: Developing case-based reasoning applications using myCBR 3. In: Díaz Agudo, B., Watson, I. (eds.) ICCBR 2012. LNCS (LNAI), vol. 7466, pp. 17–31. Springer, Heidelberg (2012)
Cojan, J., Lieber, J.: Applying belief revision to case-based reasoning. In: Prade, H., Richard, G. (eds.) Computational Approaches to Analogical Reasoning: Current Trends. SCI, vol. 548, pp. 133–161. Springer, Heidelberg (2014)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Gaillard, E., Infante-Blanco, L., Lieber, J., Nauer, E. (2014). Tuuurbine: A Generic CBR Engine over RDFS. In: Lamontagne, L., Plaza, E. (eds) Case-Based Reasoning Research and Development. ICCBR 2014. Lecture Notes in Computer Science(), vol 8765. Springer, Cham. https://doi.org/10.1007/978-3-319-11209-1_11
Download citation
DOI: https://doi.org/10.1007/978-3-319-11209-1_11
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-11208-4
Online ISBN: 978-3-319-11209-1
eBook Packages: Computer ScienceComputer Science (R0)