Learning Analytics Icons: Easy Comprehension of Data Treatment

Daniel Amo-Filva*, Marc Alier, David Fonseca, Francisco José Garcia-Peñalvo, María José Casañ

*Autor corresponent d’aquest treball

Producció científica: Article en revista indexadaArticleAvaluat per experts

Resum

The Learning Analytics approach adopted in education implies the gathering and processing of sensitive information and the generation of student profiles, which may have direct or indirect dire consequences for the students. The Educational institutions must manage this data processing according to the General Data Protection Regulation, respecting its principles of fairness when it comes to information gathering and processing. This implies that the students must be well informed and give explicit consent before their information is gathered and processed. The GDPR propose the usage of recognizable standardized icons to facilitate a general understanding and awareness of how personal data is deemed to be processed in each application context, like an online course. This paper presents a project that aims to provide a set of icons to inform about the treatment of educational data in the Learning Analytics processes and a survey about the student's comprehension of the icons, their meaning, and implications for their privacy and confidentiality. The result presented is a set of icons ready to be integrated into educational environments that apply Learning Analytics to increase transparency and facilitate the understanding of data processing.

Idioma originalAnglès
Pàgines (de-a)115-126
Nombre de pàgines12
RevistaInternational Journal of Interactive Multimedia and Artificial Intelligence
Volum9
Número3
DOIs
Estat de la publicacióPublicada - 2025

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