TY - GEN
T1 - Proposal for the Design and Implementation of a XBlock in Open edX to Support Learning Analytics
AU - Campoberde, Jonnathan
AU - Macias, Miguel A.
AU - Maldonado-Mahauad, Jorge
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - Nowadays, when users using information systems, they generate a large amount of data leaving behind a trace as a result of their interaction, e.g., when students access educational materials on Virtual Learning Environments (VLE). This has developed into what we now know as Massive Open Online Courses (MOOCs), which have millions of registered students. Due to the large amount of data that is generated within these MOOCs, Learning Analytics (LA) has emerged as an alternative to improve teaching and learning processes through data analysis. Open edX in an attempt to incorporate Learning Analytics into its Insights development platform, which provides very simple visualizations. Likewise, other projects have been added, which over time have become obsolete or do not provide sufficient support to improve the learning process of students. Therefore, this study proposes the design, development, and evaluation of a learning analytics dashboard for the Open edX platform. The tool will incorporate indicators of student success in its visualizations to improve the learning process within the platform.
AB - Nowadays, when users using information systems, they generate a large amount of data leaving behind a trace as a result of their interaction, e.g., when students access educational materials on Virtual Learning Environments (VLE). This has developed into what we now know as Massive Open Online Courses (MOOCs), which have millions of registered students. Due to the large amount of data that is generated within these MOOCs, Learning Analytics (LA) has emerged as an alternative to improve teaching and learning processes through data analysis. Open edX in an attempt to incorporate Learning Analytics into its Insights development platform, which provides very simple visualizations. Likewise, other projects have been added, which over time have become obsolete or do not provide sufficient support to improve the learning process of students. Therefore, this study proposes the design, development, and evaluation of a learning analytics dashboard for the Open edX platform. The tool will incorporate indicators of student success in its visualizations to improve the learning process within the platform.
KW - dashboard
KW - Learning Analytics
KW - Open edX
KW - student success
KW - XBlock
UR - https://chakinan.unach.edu.ec/index.php/chakinan/article/view/363
U2 - 10.1109/LACLO54177.2021.00088
DO - 10.1109/LACLO54177.2021.00088
M3 - Contribución a la conferencia
AN - SCOPUS:85127183536
T3 - Proceedings - 2021 16th Latin American Conference on Learning Technologies, LACLO 2021
SP - 498
EP - 501
BT - Proceedings - 2021 16th Latin American Conference on Learning Technologies, LACLO 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th Latin American Conference on Learning Technologies, LACLO 2021
Y2 - 19 October 2021 through 21 October 2021
ER -