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http://hdl.handle.net/10609/86905
Title: Learning analytics en cursos sobre TICS utilizando Moodle, Spark y Jupyter notebooks
Author: Pérez García, Iñaki
Director: Julbe López, Francesc
Tutor: Curto Díaz, Josep
Keywords: big data
elearning
data warehouse
Issue Date: 25-Jun-2018
Publisher: Universitat Oberta de Catalunya (UOC)
Abstract: The present project is proposed with two goals. On the one hand we want to create an eLearning technology platform necessary to meet the needs of a real startup project. It is about a robotics and programming club, offered as extracurricular activities, in which the students will have the training content available through that platform. On the other hand, we want to take advantage of the information generated by the students to create a data warehouse and then generate analysis models that allow us to improve the quality of the training contents of the platform. The project consists of two well differentiated parts. First of all, we have worked in the architecture. It is worth highlighting that the configuration of the services in cluster mode will allow the future scalability of the system. The technologies used in this part are Moodle, PostgreSQL, Spark, Jupyter notebooks and MongoDB. The second part consists in the exploitation of the data. We have used Pentaho server and a data warehouse that has been created with Spoon, then we have designed a multidimensional analysis cube with Schema Workench and finally we have analyzed it with Saiku Analytics.
Language: Spanish
URI: http://hdl.handle.net/10609/86905
Appears in Collections:Bachelor thesis, research projects, etc.

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