Fuzzy Multidimensional Modelling for Flexible Querying of Learning Object Repositories

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.

[1]  Daniel Sánchez,et al.  A fuzzy multidimensional model for supporting imprecision in OLAP , 2004, 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542).

[2]  Brandon Muramatsu,et al.  Draft Standard for Learning Object Metadata , 2002 .

[3]  C. L. Guzmán Los Repositorios de Objetos de Aprendizaje como soporte a un entorno e-learning , 2005 .

[4]  W. H. Inmon,et al.  Building the data warehouse , 1992 .

[5]  Dariusz Mrozek,et al.  Processing of Crisp and Fuzzy Measures in the Fuzzy Data Warehouse for Global Natural Resources , 2010, IEA/AIE.

[6]  Daniel Sánchez,et al.  A New Fuzzy Multidimensional Model , 2006, IEEE Transactions on Fuzzy Systems.

[7]  Carolyn E. Begg,et al.  Database Systems: A Practical Approach to Design, Implementation and Management , 1998 .

[8]  Ibm Redbooks Data Modeling Techniques for Data Warehousing , 1998 .

[9]  Daniel Sánchez,et al.  F-Cube Factory: a Fuzzy OLAP System for Supporting Imprecision , 2007, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[10]  Andy Johnson,et al.  The Next Generation of SCORM: Innovation for the Global Force , 2012 .

[11]  Sarah Currier Metadata for Learning Resources: An Update on Standards Activity for 2008 , 2008 .

[12]  L. Rokach,et al.  A methodology for the design of a fuzzy data warehouse , 2008, 2008 4th International IEEE Conference Intelligent Systems.

[13]  Nicolás García-Pedrajas,et al.  Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part I , 2010, IEA/AIE.

[14]  Udo Winand,et al.  The sharable content object reference model (SCORM) - a critical review , 2002, International Conference on Computers in Education, 2002. Proceedings..

[15]  Anne Laurent Querying Fuzzy Multidimensional Databases: Unary Operators and Their Properties , 2003, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[16]  Cássia Blondet Baruque,et al.  Using Data Warehousing and Data Mining Techniques for the Development of Digital Libraries for LMS , 2004, ICWI.