Analysis of student behavior in learning management systems through a Big Data framework

Author:

Cantabella MagdalenaORCID,Martínez-España Raquel,Ayuso BelénORCID,Yáñez Juan Antonio,Muñoz AndrésORCID

Funder

Spanish MINECO, Spain

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference31 articles.

1. Multi-dimensional students’ evaluation of e-learning systems in the higher education context: An empirical investigation;Ozkan;Comput. Educ.,2009

2. Mining LMS data to develop an “early warning system” for educators: A proof of concept;Macfadyen;Comput. Educ.,2010

3. Penetrating the fog: Analytics in learning and education;Siemens;EDUCAUSE Rev.,2011

4. Trade-off between interoperability and data collection performance when designing an architecture for learning analytics;Dodero;Future Gener. Comput. Syst.,2017

5. 1st International Conference on Learning Analytics and Knowledge 2011, 2011, https://tekri.athabascau.ca/analytics/. (Accessed 5 February 2017).

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