Learning Analytics Solution for Monitoring and Analyzing the Students’ Behavior in SQL Lab Work

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Résumé

Computer-assisted learning is widely discussed in the literature to aid the comprehension of SQL queries (Structured Query Language) in higher education. However, it is difficult for educators/instructors to track, monitor and analyze students’ learning situation due to the higher education massification, and institutions with large classes. Consequently, we need to provide for educators a learning dashboard to monitor and analyze the digital traces issued from students during the practice learning in SQL course. We propose a system called LSQL (Learning Analytics for SQL) that is a solution based on the learning analytics’ methodology. To this end, we propose (i) learning environment dedicated to help students understand the syntax and logic of SQL and getting data issued from these students during online SQL lab work, (ii) trace model which is designed to more effectively represent and capture the complex interactions/actions carried by a student during practice learning activities in virtual/remote laboratories, and (iii) learning analytics dashboard for educators to visualize the statistics and metrics that represent the students’ behavior, and control the students progress in SQL skills to enhance the teaching activities. Tool support is fully available.

langue originaleAnglais
titreProceedings of the 15th International Conference on Computer Supported Education - Volume 2, CSEDU 2023
rédacteurs en chefJelena Jovanovic, Irene-Angelica Chounta, James Uhomoibhi, Bruce McLaren
EditeurScience and Technology Publications, Lda
Pages184-195
Nombre de pages12
ISBN (Electronique)9789897586415
Les DOIs
Etat de la publicationPublié - 2023
Evénement15th International Conference on Computer Supported Education, CSEDU 2023 - Prague, République tchèque
Durée: 21 avr. 202323 avr. 2023

Série de publications

NomInternational Conference on Computer Supported Education, CSEDU - Proceedings
Volume2
ISSN (Electronique)2184-5026

Une conférence

Une conférence15th International Conference on Computer Supported Education, CSEDU 2023
Pays/TerritoireRépublique tchèque
La villePrague
période21/04/2323/04/23

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