This paper presents MILA, a prototype interactive Learning Analytics tool for the Moodle learning management system that has been developed to support the analysis and improvement of the teaching and learning processes in the e-learning environment of the University of Rome Unitelma Sapienza. MILA offers a variety of interactive and real-time data visualizations that provide statistics, trends, and insight information both on the Moodle-based virtual learning environment as a whole, and on each course included in it. In addition to Moodle standard logs, MILA is able to analyze tracking data generated by SCORM-compliant learning objects and to measure the duration of the related user sessions. Although MILA has been developed as a Moodle plugin, its software architecture and analysis models can be re-used and adapted to develop a learning analytics tool for any SCORM-compliant learning management system.
MILA: A SCORM-compliant interactive learning analytics tool for moodle / Distante, D.; Villa, M.; Sansone, N.; Faralli, S.. - (2020), pp. 169-171. (Intervento presentato al convegno 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020 tenutosi a est) [10.1109/ICALT49669.2020.00056].
MILA: A SCORM-compliant interactive learning analytics tool for moodle
Sansone N.
Co-primo
;Faralli S.
Co-primo
2020
Abstract
This paper presents MILA, a prototype interactive Learning Analytics tool for the Moodle learning management system that has been developed to support the analysis and improvement of the teaching and learning processes in the e-learning environment of the University of Rome Unitelma Sapienza. MILA offers a variety of interactive and real-time data visualizations that provide statistics, trends, and insight information both on the Moodle-based virtual learning environment as a whole, and on each course included in it. In addition to Moodle standard logs, MILA is able to analyze tracking data generated by SCORM-compliant learning objects and to measure the duration of the related user sessions. Although MILA has been developed as a Moodle plugin, its software architecture and analysis models can be re-used and adapted to develop a learning analytics tool for any SCORM-compliant learning management system.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
