Multi-source and multimodal data fusion for predicting academic performance in blended learning university courses

W Chango, R Cerezo, C Romero - Computers & Electrical Engineering, 2021 - Elsevier
In this paper we apply data fusion approaches for predicting the final academic performance
of university students using multiple-source, multimodal data from blended learning …

Towards portability of models for predicting students' final performance in university courses starting from moodle logs

J López-Zambrano, JA Lara, C Romero - Applied Sciences, 2020 - mdpi.com
Featured Application Authors are encouraged to provide a concise description of the specific
application or a potential application of the work. This section is not mandatory. Abstract …

[PDF][PDF] Learning analytics for moodle: facilitating the adoption of data privacy friendly learning analytics in higher education

T Dondorf - 2022 - publications.rwth-aachen.de
Learning analytics refers to the analysis of data generated in learning environments with the
aim of supporting and improving teaching and learning. Due to the increasing availability of …