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A data analysis model based on control charts to monitor online learning processes

Autor
Juan, A.; Daradoumis, T.; Faulín, F.; Xhafa, F.
Tipus d'activitat
Article en revista
Revista
International journal of business intelligence and data mining
Data de publicació
2009-07-01
Volum
4
Número
2
Pàgina inicial
159
Pàgina final
174
DOI
https://doi.org/10.1504/IJBIDM.2009.026906 Obrir en finestra nova
URL
http://www.inderscience.com/offer.php?id=26906 Obrir en finestra nova
Resum
This paper discusses the convenience of using data analysis techniques to monitor e-learning processes. It also proposes a model to monitor online students' academic activity and performance. Using data from log files and databases, this model determines which information has to be provided to online instructors and students. These reports allow instructors to: classify students according to their activity and learning outcomes, track their evolution, and identify those who might need immediate ...
Paraules clau
Control charts, Data analysis, Electronic learning, Information systems, LMS, Learning management systems, Learning outcomes, Monitoring tools, Online learning, Student feedback, Students, Web-based education, e-learning
Grup de recerca
ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals

Participants

  • Juan, Angel A.  (autor)
  • Daradoumis, Thanasis  (autor)
  • Faulín Fajardo, Francisco Javier  (autor)
  • Xhafa Xhafa, Fatos  (autor)