PUBLICACIONES

Ver todos los resumenes/See all abstracts

Ver todas las publicaciones (sin resumenes)/See all publications (without abstracts)

Claves:


BLBlog
CICongreso internacional / International conference
CLCapítulo de libro / Book chapter
CNCongreso nacional / National conference
IIInforme interno / Internal report
LILibro / Book
RVRevista / Journal

URL     Documento / Document     Presentación / Slides


Año/Year 2016:

Clave: CI  Ref: ITHET'16a
Oswaldo Moscoso-Zea, Andres Sampedro, Sergio Luján-Mora. Datawarehouse design for Educational Data Mining. 15th International Conference on Information Technology Based Higher Education and Training (ITHET 2016), p. 1-6, Istanbul (Turkey), September 8-10 2016. ISBN: 978-1-5090-0778-3. DOI: 10.1109/ITHET.2016.7760754

Business intelligence (BI) builds upon a set of tools and applications that enable the analysis of vast amounts of information (Big Data). Educational institutions handle large volumes of Big Data every year. There is a strong need for the use of BI in these institutions to improve their processes and support decision making. The core technology in a BI project is a datawarehouse (DW). This paper describes the design considerations for the implementation of the DW in an educational scenario. The DW will be used in a knowledge discovery process to handle the information for the analysis of key performance indicators using educational data mining (EDM) techniques. The DW along with an enterprise architecture (EA) repository are the key technological assets of a knowledge management framework (KMF). This framework was designed to put order in the creation, capture, transfer and digitalization of knowledge. This guide and the framework are two of the outcomes of a research project in a private university. Furthermore, a case study suggests how to choose the best methodology in higher institutions. In the case study the steps for the DW design are presented. This study can be useful for academics and practitioners that plan to design a DW to analyze information using EDM techniques.
  



Ver todos los resumenes/See all abstracts

Ver todas las publicaciones (sin resumenes)/See all publications (without abstracts)



Página mantenida por Sergio Luján Mora
Última actualización: 19-Dic-2001 
página principalenviar correo