A Preliminary Study on the Use of Generative Artificial Intelligence to Enrich Dashboards

Mikel Villamañe, Aitor Renobales-Irusta, Ainhoa Alvarez

2025 - Proceedings of the 17th International Conference on Computer Supported Education (CSEDU 2025)

Hitzaldia

Ikerketa lerroa:
Hezkuntza-prozesuak hobetzea, ikaskuntzaren analitika integratuz
Autoreak sinadura ordenaren arabera:
Mikel Villamañe, Aitor Renobales-Irusta, Ainhoa Alvarez
Azalpena:

The use of dashboards to show information to teachers in educational environments is a widespread technique. However, teachers often have problems to understand the charts and therefore to take decisions based on the information shown. This is, often dashboards just show information and do not help teachers to interpret which problems do students have with the course and, consequently, dashboards do not assist teachers to provide adequate interventions. In this context, the aim of this work is to analyse whether the use of Generative artificial intelligence (GenAI) can help teachers understanding dashboards and decide in turn when to provide interventions and what kind of interventions could be the most beneficial for the students.

Argitalpen urtea:
2025
Hasierako orria:
265
Bukaerako orria:
272
ISBN - ISSN:
978-989-758-746-7
Fitxategiaren URLa:
https://zenodo.org/records/15187807
Argitalpenaren izena:
Proceedings of the 17th International Conference on Computer Supported Education (CSEDU 2025)
Kongresuaren izena:
International Conference on Computer Supported Education (CSEDU 2025)
Kongresuaren tokia:
Oporto
Herria:
Portugal
Hasierako data:
2025-04-01
Bukaerako data:
2025-04-03