Publikationen in Zusammenarbeit mit Forschern von Pontificia Universidad Católica del Ecuador (6)

2022

  1. A review on data fusion in multimodal learning analytics and educational data mining

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 12, Núm. 4

  2. Looking for the best data fusion model in Smart Learning Environments for detecting at risk university students

    Proceedings of the 15th International Conference on Educational Data Mining, EDM 2022

2021

  1. Improving prediction of students’ performance in intelligent tutoring systems using attribute selection and ensembles of different multimodal data sources

    Journal of Computing in Higher Education, Vol. 33, Núm. 3, pp. 614-634

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

    Computers and Electrical Engineering, Vol. 89

2020

  1. Predicting students’ performance using emotion detection from face-recording video when interacting with an ITS

    Proceedings of the 13th International Conference on Educational Data Mining, EDM 2020

2019

  1. Predicting academic performance of university students from multi-sources data in blended learning

    ACM International Conference Proceeding Series