Business intelligence in e-learning, a case study of an ecuadorian university

Malhena Sánchez Peralta

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

2 Citas (Scopus)

Resumen

E-learning platforms are widely used by universities, despite the advantages that these educational environments provide, there are problems in obtaining information about teacher's and student's behavior and level of use on these platforms. Consequently, it is necessary to promote tools for monitoring and analyzing the E-learning environment use. This article shows the application of Business Intelligence (BI) and tools for Online Analytical Processing (OLAP) in Elearning environments and presents a case study of an Ecuadorian University on how to apply these technologies in various sources of information together with the database of a Learning Management System (LMS). For this analysis, the Basic Computing courses have been selected which generates a great quantity of information. The study reveals that the majority of students belong to the Faculty of Economic Sciences and they are enrolled a second time. On the other hand, the results indicate that there is more teaching activity in the Moodle LMS platform in full-time teachers. The study also allowed classifying and predicting the approval of students in the subject of Basic Computing based on significant input attributes.

Idioma originalInglés
Título de la publicación alojadaProceedings - 13th Latin American Conference on Learning Technologies, LACLO 2018
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas29-32
Número de páginas4
ISBN (versión digital)9781728103822
DOI
EstadoPublicada - oct. 2018
Publicado de forma externa
Evento13th Latin American Conference on Learning Technologies, LACLO 2018 - Sao Paulo, Brasil
Duración: 1 oct. 20185 oct. 2018

Serie de la publicación

NombreProceedings - 13th Latin American Conference on Learning Technologies, LACLO 2018

Conferencia

Conferencia13th Latin American Conference on Learning Technologies, LACLO 2018
País/TerritorioBrasil
CiudadSao Paulo
Período1/10/185/10/18

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