Abstract
Qualitative algebras form a family of languages mainly used to represent knowledge depending on space or time. This paper proposes an approach to adapt cases represented in such an algebra. A spatial example in agronomy and a temporal example in cooking are given. The idea behind this adaptation approach is to apply a substitution and then repair potential inconsistencies, thanks to belief revision on qualitative algebras.
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
Clifton-Brown, J.C., Stampfl, P.F., Jones, M.B.: Miscanthus biomass production for energy in Europe and its potential contribution to decreasing fossil fuel carbon emissions. Global Change Biology 10(4), 509–518 (2004)
Hillier, J., Whittaker, C., Dailey, G., Aylott, M., Casella, E., Richter, G.M., Riche, A., Murphy, R., Taylor, G., Smith, P.: Greenhouse gas emissions from four bioenergy crops in England and Wales: Integrating spatial estimates of yield and soil carbon balance in life cycle analyses. GCB Bioenergy 1(4), 267–281 (2009)
Martin, L., Wohlfahrt, J., Le Ber, F., Benoît, M.: L’insertion territoriale des cultures biomasses pérennes: le cas du miscanthus par dix agriculteurs de Côte d’Or. L’Espace Géographique (in press, 2012)
Zub, H.W., Brancourt-Hulmel, M.: Agronomic and physiological performances of different species of Miscanthus, a major energy crop. a review. Agronomy for Sustainable Development 30(2), 201–214 (2010)
Cojan, J., Dufour-Lussier, V., Gaillard, E., Lieber, J., Nauer, E., Toussaint, Y.: Knowledge extraction for improving case retrieval and recipe adaptation. In: Computer Cooking Contest Workshop (2011)
Alchourrón, C.E., Gärdenfors, P., Makinson, D.: On the Logic of Theory Change: partial meet functions for contraction and revision. Journal of Symbolic Logic 50, 510–530 (1985)
Katsuno, H., Mendelzon, A.: Propositional knowledge base revision and minimal change. Artificial Intelligence 52(3), 263–294 (1991)
Lieber, J.: Application of the Revision Theory to Adaptation in Case-Based Reasoning: The Conservative Adaptation. In: Weber, R.O., Richter, M.M. (eds.) ICCBR 2007. LNCS (LNAI), vol. 4626, pp. 239–253. Springer, Heidelberg (2007)
Cojan, J., Lieber, J.: Conservative Adaptation in Metric Spaces. In: Althoff, K.-D., Bergmann, R., Minor, M., Hanft, A. (eds.) ECCBR 2008. LNCS (LNAI), vol. 5239, pp. 135–149. Springer, Heidelberg (2008)
Cojan, J., Lieber, J.: Belief Merging-Based Case Combination. In: McGinty, L., Wilson, D.C. (eds.) ICCBR 2009. LNCS (LNAI), vol. 5650, pp. 105–119. Springer, Heidelberg (2009)
Cojan, J., Lieber, J.: An Algorithm for Adapting Cases Represented in \({\mathcal{ALC}}\). In: 22th Internationational Joint Conference on Artificial Intelligence (2011)
Allen, J.F.: Maintaining knowledge about temporal intervals. Communications of the ACM 26(11), 832–843 (1983)
Pujari, A.K., Kumari, G.V., Sattar, A.: INDU: An Interval & Duration Network. In: Foo, N.Y. (ed.) AI 1999. LNCS, vol. 1747, pp. 291–303. Springer, Heidelberg (1999)
Randell, D.A., Cui, Z., Cohn, A.G.: A spatial logic based on regions and connection. In: Knowledge Representation, pp. 165–176 (1992)
Ligozat, G.: On generalized interval calculi. In: Proceedings of the 9th National Conference of the American Association for Artificial Intelligence (AAAI), pp. 234–240. AAAI Press/MIT Press, Anaheim, CA (1991)
Condotta, J.F., Kaci, S., Schwind, N.: A framework for merging qualitative constraints networks. In: Wilson, D., Lane, H.C. (eds.) FLAIRS Conference, pp. 586–591. AAAI Press (May 2008)
Goguen, J.A.: What is unification? In: Resolution of Equations in Algebraic Structures, pp. 217–261. Academic Press (1989)
Osman, T., Thakker, D., Yang, Y., Claramunt, C.: Semantic Spatial Web Services with Case-Based Reasoning. In: Carswell, J.D., Tezuka, T. (eds.) W2GIS 2006. LNCS, vol. 4295, pp. 247–258. Springer, Heidelberg (2006)
Li, H., Muñoz-Avila, H., Bramsen, D., Hogg, C., Alonso, R.: Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning. In: McGinty, L., Wilson, D.C. (eds.) ICCBR 2009. LNCS (LNAI), vol. 5650, pp. 465–478. Springer, Heidelberg (2009)
Holt, A., Benwell, G.L.: Case-Based Reasoning and Spatial Analysis. Journal of the Urban and Regional Information Systems Association 8, 27–36 (1996)
Le Ber, F., Napoli, A., Metzger, J.L., Lardon, S.: Modeling and comparing farm maps using graphs and case-based reasoning. Journal of Universal Computer Science 9(9), 1073–1095 (2003)
Dojat, M., Ramaux, N., Fontaine, D.: Scenario recognition for temporal reasoning in medical domains. Artificial Intelligence in Medicine 14, 139–155 (1998)
Ma, J., Knight, B.: A Framework for Historical Case-Based Reasoning. In: Ashley, K.D., Bridge, D.G. (eds.) ICCBR 2003. LNCS (LNAI), vol. 2689, pp. 246–260. Springer, Heidelberg (2003)
Sánchez-Marré, M., Cortés, U., Martínez, M., Comas, J., Rodríguez-Roda, I.: An Approach for Temporal Case-Based Reasoning: Episode-Based Reasoning. In: Muñoz-Ávila, H., Ricci, F. (eds.) ICCBR 2005. LNCS (LNAI), vol. 3620, pp. 465–476. Springer, Heidelberg (2005)
Minor, M., Bergmann, R., Görg, S., Walter, K.: Towards Case-Based Adaptation of Workflows. In: Bichindaritz, I., Montani, S. (eds.) ICCBR 2010. LNCS (LNAI), vol. 6176, pp. 421–435. Springer, Heidelberg (2010)
Jaczynski, M., Trousse, B.: WWW Assisted Browsing by Reusing Past Navigations of a Group of Users. In: Smyth, B., Cunningham, P. (eds.) EWCBR 1998. LNCS (LNAI), vol. 1488, pp. 160–171. Springer, Heidelberg (1998)
Jære, M.D., Aamodt, A., Skalle, P.: Representing Temporal Knowledge for Case-Based Prediction. In: Craw, S., Preece, A.D. (eds.) ECCBR 2002. LNCS (LNAI), vol. 2416, pp. 174–188. Springer, Heidelberg (2002)
Munoz-Avila, H., Cox, M.: Case-Based Plan Adaptation: An Analysis and Review. IEEE Intelligent Systems 23(4), 75–81 (2008)
Manzano, S., Ontañón, S., Plaza, E.: Amalgam-Based Reuse for Multiagent Case-Based Reasoning. In: Ram, A., Wiratunga, N. (eds.) ICCBR 2011. LNCS (LNAI), vol. 6880, pp. 122–136. Springer, Heidelberg (2011)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Dufour-Lussier, V., Le Ber, F., Lieber, J., Martin, L. (2012). Adapting Spatial and Temporal Cases. In: Agudo, B.D., Watson, I. (eds) Case-Based Reasoning Research and Development. ICCBR 2012. Lecture Notes in Computer Science(), vol 7466. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32986-9_8
Download citation
DOI: https://doi.org/10.1007/978-3-642-32986-9_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-32985-2
Online ISBN: 978-3-642-32986-9
eBook Packages: Computer ScienceComputer Science (R0)