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A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses
Prenkaj, Bardh, Velardi, Paola, Stilo, Giovanni, Distante, Damiano, Faralli, Stefano
Published in ACM computing surveys (31.05.2021)
Published in ACM computing surveys (31.05.2021)
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Journal Article
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Learning Analytics to study the use of virtual tutorials for teaching university general educational subjects
Lam, Kim-Hung, Chan, Chun Sang, Chan, Wai Ki Vicky, Mark, Kai-Pan, Gatrell, Dave
Published in Proceedings of IEEE International Conference on Teaching, Assessment, and Learning for Engineering (Online) (01.12.2022)
Published in Proceedings of IEEE International Conference on Teaching, Assessment, and Learning for Engineering (Online) (01.12.2022)
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Conference Proceeding
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Learning Analytics to Validate Academic Performance Analysis
Oliveira, Pedro Filipe, Matos, Paulo
Published in International Conference on Engineering and Emerging Technologies (Online) (27.10.2023)
Published in International Conference on Engineering and Emerging Technologies (Online) (27.10.2023)
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Conference Proceeding
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Analytics of time management strategies in a flipped classroom
Ahmad Uzir, Nora'ayu, Gašević, Dragan, Matcha, Wannisa, Jovanović, Jelena, Pardo, Abelardo
Published in Journal of computer assisted learning (01.02.2020)
Published in Journal of computer assisted learning (01.02.2020)
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Journal Article
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Data-Driven Modelling through the Moodle Learning Management System: An Empirical Study based on a Mathematics Teaching Subject
Perez-Suay, Adrian, Van Vaerenbergh, Steven, Diago, Pascual D., Pascual-Venteo, Ana B., Ferri, Francesc J.
Published in IEEE-RITA (01.02.2023)
Published in IEEE-RITA (01.02.2023)
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Intelligent Learning Analytics through E-learning
Mahalakshmi Manasa, P, Khandelwal, Palak, Shah, Yash, Jain, Vidhan, Kataruka, Keshab
Published in 2024 International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications (ICETCS) (22.04.2024)
Published in 2024 International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications (ICETCS) (22.04.2024)
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Conference Proceeding
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Continuously analysing fine-grained student behaviours in an online collaborative learning environment
Shum, Kam Hong, Wah Chu, Samuel Kai, Yeung, Cheuk Yu
Published in Interactive learning environments (15.12.2023)
Published in Interactive learning environments (15.12.2023)
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Explainable AI for Data-Driven Feedback and Intelligent Action Recommendations to Support Students Self-Regulation
Afzaal, Muhammad, Nouri, Jalal, Zia, Aayesha, Papapetrou, Panagiotis, Fors, Uno, Wu, Yongchao, Li, Xiu, Weegar, Rebecka
Published in Frontiers in artificial intelligence (12.11.2021)
Published in Frontiers in artificial intelligence (12.11.2021)
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Predicting student performance in a blended MOOC
Conijn, R., Van den Beemt, A., Cuijpers, P.
Published in Journal of computer assisted learning (01.10.2018)
Published in Journal of computer assisted learning (01.10.2018)
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Journal Article