Abstract
The goal of this research is to design a fuzzy multidimensional model to manage learning object repositories. This model will provide the required elements to develop an intelligent system for information retrieval on learning object repositories based on OLAP multidimensional modeling and soft computing tools. It will handle the uncertainty of this data through a flexible approach.
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
Ballard, C., Herreman, D., Schau, D., Bell, R., Kim, E., Valencic, A.: Data modeling techniques for data warehousing. Tech. Rep. SG24-2238-00, IBM - International Technical Support Organization (February 1998), http://www.redbooks.ibm.com
Baruque, C.B., Melo, R.N.: Using data warehousing and data mining techniques for the development of digital libraries for lms. In: Isaías, P.T., Karmakar, N., Rodrigues, L., Barbosa, P. (eds.) ICWI, pp. 227–234. IADIS (2004)
Bohl, O., Schellhase, J., Sengler, R., Winand, U.: The sharable content object reference model (scorm). a critical review. In: Proceedings of the International Conference on Computers in Education, ICCE 2002, p. 950. IEEE Computer Society Press, Los Alamitos (2002)
Castillo-Ortega, R., Marín, N., Molina, C., Sánchez, D.: Building linguistic summaries with f-cube factory. In: Actas del XVI Congreso Español sobre Tecnologás y Lógica Fuzzy, pp. 620–625 (2012)
Connolly, T.M., Begg, C.E.: Database Systems: A Practical Approach to Design, Implementation and Management, 5/E. Addison-Wesley (2010)
Currier, S.: Metadata for learning resources: An update on standards activity for 2008. Tech. Rep. 55, ARIADNE (April 2008), http://www.ariadne.ac.uk/issue55/currier/
Delgado, M., Molina, C., Rodríguez Ariza, L., Sánchez, D., Vila Miranda, M.A.: F-cube factory: a fuzzy olap system for supporting imprecision. International Journal of Uncertainty. Fuzziness and Knowledge-Based Systems 15(suppl.-1), 59–81 (2007)
Delgado, M., Molina, C., Sánchez, D., Vila, M.A., Rodriguez-Ariza, L.: A fuzzy multidimensional model for supporting imprecision in olap. In: Proceedings of the 2004 IEEE International Conference on Fuzzy Systems, vol. 3, pp. 1331–1336 (2004)
Hodgin, W.: Draft standard for learning object metadata. Tech. Rep. IEEE 1484.12.1-2002, Learning Technology Standards Committee of the IEEE (July 2002)
Inmon, W.: Building the Data Warehouse. Wiley (2005)
Kraan, W.: Learning object metadata use survey: sticking the short and wide in the long and thin. Tech. rep., CETIS - Centre for Educational Technology and Interoperability Standards (2004), http://zope.cetis.ac.uk/content2/20041015015543
Laurent, A.: Querying fuzzy multidimensional databases: unary operators and their properties. Int. J. Uncertain. Fuzziness Knowl. -Based Syst. 11(suppl.), 31–45 (2003), http://dx.doi.org/10.1142/S0218488503002259
López Guzmán, C.: Los Repositorios de Objetos de Aprendizaje como soporte a un entorno e-learning. Master’s thesis, University of Salamanca (2005)
Małysiak-Mrozek, B.z., Mrozek, D., Kozielski, S.: Processing of crisp and fuzzy measures in the fuzzy data warehouse for global natural resources. In: García-Pedrajas, N., Herrera, F., Fyfe, C., Benítez, J.M., Ali, M. (eds.) IEA/AIE 2010, Part III. LNCS, vol. 6098, pp. 616–625. Springer, Heidelberg (2010)
Molina, C., Rodríguez Ariza, L., Sánchez, D., Vila, M.A.: A new fuzzy multidimensional model. IEEE T. Fuzzy Systems 14(6), 897–912 (2006)
Poltrack, J., Hruska, N., Johnson, A., Haag, J.: The next generation of scorm: Innovation for the global force. In: Proceedings of Interservice-Industry Training, Simulation, and Education Conference (I-ITSEC), pp. 1–9 (2012)
Sapir, L., Shmilovici, A., Rokach, L.: A methodology for the design of a fuzzy data warehouse. In: Proceedings of the 4th International IEEE Conference on Intelligent Systems (IS 2008), vol. 1, pp. 2.14–2.21. IEEE (2008)
Soto-Carrión, J., Garcia, E., Sánchez-Alonso, S.: Problemas de almacenamiento e inferencia sobre grandes conjuntos de metadatos en un repositorio semántico de objetos de aprendizaje. In: Actas del III Simposio Plurisciplinar sobre objetos y diseños de aprendizaje, Oviedo, Spain (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Appelgren Lara, G., Delgado, M., Marín, N. (2013). Fuzzy Multidimensional Modelling for Flexible Querying of Learning Object Repositories. In: Larsen, H.L., Martin-Bautista, M.J., Vila, M.A., Andreasen, T., Christiansen, H. (eds) Flexible Query Answering Systems. FQAS 2013. Lecture Notes in Computer Science(), vol 8132. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40769-7_10
Download citation
DOI: https://doi.org/10.1007/978-3-642-40769-7_10
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-40768-0
Online ISBN: 978-3-642-40769-7
eBook Packages: Computer ScienceComputer Science (R0)