Abstract
In this paper, we present a semi-automatic SOLAP approach specially dedicated to the analysis of spatial model simulation results. We illustrate it on demographic and economic data of rural municipalities resulting from a model developed in the context of the European project PRIMA.
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.
References
Bédard, Y., Merrett, T., Han, J.: Fundaments of Spatial Data Warehousing for Geographic Knowledge Discovery. In: Geographic Data Mining and Knowledge Discovery, pp. 53–73. Taylor & Francis, UK (2001)
Bédard, Y.: Spatial OLAP. In 2me Forum Annuel sur R-D, Gomaique VI: Un monde accessible, Montral 13(14) (1997)
Carmè, A., Mazón, J.N., Rizzi, S.: A Model-Driven Heuristic Approach for Detecting Multidimensional Facts in Relational Data Sources. In: Bach Pedersen, T., Mohania, M.K., Tjoa, A.M. (eds.) DAWAK 2010. LNCS, vol. 6263, pp. 13–24. Springer, Heidelberg (2010)
Chuffart, F., Dumoulin, N., Faure, T., Deffuant, G.: SimExplorer: Programming Experimental Designs on Models and Managing Quality of Modelling Process. International Journal of Agricultural and Environmental Information Systems (IJAEIS) 1(1), 55–68 (2010)
Gargiulo, F., Ternes, S., Huet, S., Deffuant, G.: An Iterative Approach for Generating Statistically Realistic Populations of Households. PLoS ONE, 5 (2010)
Helton, J.C., Johnson, J.D., Salaberry, C.J., Storlie, C.B.: Survey of sampling based methods for uncertainty and sensitivity analysis. Reliability Engineering and System Safety 91, 1175–1209 (2006)
Huet, S., Deffuant, G.: Common Framework for Micro-Simulation Model in PRIMA Project. Cemagref Lisc, 12 (2010)
Inmon, W.H.: Building the data warehouse. John Wiley & Sons, Chichester (2005)
Kimball, R.: The Data Warehouse Toolkit: Practical Techniques for Building Dimensional Data Warehouses. John Wiley & Sons, Chichester (1996)
MacEachren, A., Gahegan, M., Pike, W.: Geovisualization for Knowledge Construction and Decision Support. IEEE Computer Graphics and Applications 24(1), 13–17 (2004)
Mahboubi, H., Bimonte, S., Deffuant, G., Pinet, F., Chanet, J.-P.: Semi-automatic Design of Spatial Data Cubes from Structurally Generic Simulation Model Results. Technical report, Cemagref (2011)
Mahboubi, H., Faure, T., Bimonte, S., Deffuant, G., Chanet, J.-P., Pinet, F.: A Multidimensional Model for Data Warehouses of Simulation Results. International Journal of Agricultural and Environmental Information Systems, IGI Global 1(2), 1–19 (2010)
Malinowski, E., Zimányi, E.: Logical Representation of a Conceptual Model for Spatial Data Warehouses. Geoinformatica 11(4), 431–457 (2007)
Nilakantaa, S., Scheibea, K., Raib, A.: Dimensional issues in agricultural data warehouse designs. Computers and electronics in agriculture 60(3), 263–278 (2008)
Rafanelli, R.: Operators for Multidimensional Aggregate Data. Multidimensional Databases: Problems and Solutions, pp. 116–165. Idea Group (2003)
Romero, O., Abelló, A.: A Survey of Multidimensional Modeling Methodologies. International Journal of Data Warehousing and Mining 5, 1–23 (2009)
Sacks, J., Welch, W.J., Mitchell, T.J., Wynn, H.P.: Design and analysis of computer experiments. Statistical Science 4, 409–435 (1989)
Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., Tarantola, S.: Global Sensitivity Analysis. The Primer. John Wiley & Sons, Chichester (2008)
Stefanovic, N., Han, J., Koperski, K.: Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes. IEEE Transactions on Knowledge and Data Engineering 12, 938–958 (2000)
Wood Member, J., Dykes, J., Slingsby, A., Clarke, K.: Interactive Visual Exploration of a Large Spatio-Temporal Dataset: Reflections on a Geovisualization Mashup. IEEE Transactions on Visualization and Computer Graphics 6(13), 1176–1183 (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Mahboubi, H., Bimonte, S., Deffuant, G. (2011). Analyzing Demographic and Economic Simulation Model Results: A Semi-automatic Spatial OLAP Approach. In: Murgante, B., Gervasi, O., Iglesias, A., Taniar, D., Apduhan, B.O. (eds) Computational Science and Its Applications - ICCSA 2011. ICCSA 2011. Lecture Notes in Computer Science, vol 6782. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21928-3_2
Download citation
DOI: https://doi.org/10.1007/978-3-642-21928-3_2
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21927-6
Online ISBN: 978-3-642-21928-3
eBook Packages: Computer ScienceComputer Science (R0)