A review of automated feedback systems for learners: Classification framework, challenges and opportunities G Deeva, D Bogdanova, E Serral, M Snoeck, J De Weerdt Computers & Education 162, 104094, 2021 | 137 | 2021 |
Mining behavioral sequence constraints for classification J De Smedt, G Deeva, J De Weerdt IEEE Transactions on Knowledge and Data Engineering 32 (6), 1130-1142, 2019 | 38 | 2019 |
Dropout prediction in MOOCs: a comparison between process and sequence mining G Deeva, J De Smedt, P De Koninck, J De Weerdt Business Process Management Workshops: BPM 2017 International Workshops …, 2018 | 37 | 2018 |
Predicting student success in a blended learning environment S Van Goidsenhoven, D Bogdanova, G Deeva, S Broucke, J De Weerdt, ... Proceedings of the tenth international conference on learning analytics …, 2020 | 33 | 2020 |
Understanding automated feedback in learning processes by mining local patterns G Deeva, J De Weerdt Business Process Management Workshops: BPM 2018 International Workshops …, 2019 | 19 | 2019 |
Predicting student performance using sequence classification with time-based windows G Deeva, J De Smedt, C Saint-Pierre, R Weber, J De Weerdt Expert Systems with Applications 209, 118182, 2022 | 17 | 2022 |
Introduction to the minitrack on learning analytics G Deeva, S Willermark, AS Islind, M Oskarsdottir | 9 | 2021 |
Educational sequence mining for dropout prediction in MOOCs: Model building, evaluation, and benchmarking G Deeva, J De Smedt, J De Weerdt IEEE Transactions on Learning Technologies 15 (6), 720-735, 2022 | 8 | 2022 |
Behavioral constraint template-based sequence classification J De Smedt, G Deeva, J De Weerdt Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017 | 8 | 2017 |
Introduction to the Minitrack on Learning Analytics S Willermark, M Oskarsdottir, AS Islind, G Deeva | 3 | 2022 |
Mining behavioural patterns in urban mobility sequences using foursquare check-in data from Tokyo G Deeva, J De Smedt, J De Weerdt, M Óskarsdóttir Complex Networks and Their Applications VIII: Volume 2 Proceedings of the …, 2020 | 3 | 2020 |
Discovering the impact of students’ modeling behavior on their final performance G Deeva, M Snoeck, J De Weerdt The Practice of Enterprise Modeling: 11th IFIP WG 8.1. Working Conference …, 2018 | 3 | 2018 |
Introduction to the Minitrack on Learning Analytics 2024 S Willermark, G Deeva, M Óskarsdóttir, AS Islind 57th Annual Hawaii International Conference on System Sciences, HICSS 2024 …, 2024 | | 2024 |
Introduction to the Minitrack on Learning Analytics AS Islind, S Willermark, M Óskarsdóttir, G Deeva | | 2023 |
Introduction to the Minitrack on Learning Analytics at HICCS 2022 M Óskarsdóttir, AS Islind, S Willermark, G Deeva 55th Annual Hawaii International Conference on System Sciences, HICSS 2022 …, 2022 | | 2022 |
Behavioral data analytics in intelligent tutoring systems G Deeva | | 2021 |
The Past, Present and Future of Learning Analytics: Minitrack paper AS Islind, M Óskarsdóttir, S Willermark, G Deeva 54th Hawaii International Conference on System Sciences 2021, January 4-8 …, 2021 | | 2021 |
Developing process analytics techniques for providing real-time personalized G Deeva Data Driven Approaches in Digital Education 12th European Conference on …, 2018 | | 2018 |
Discovering the impact of students’ modeling behavior on their final performance: a process mining approach G Deeva, M Snoeck, J De Weerdt | | |
The Past, Present and Future of Learning Analytics AS Islind, M Óskarsdóttir, S Willermark, G Deeva | | |