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OU Analyse
The OU Analyse project is piloting new machine learning based methods for early identification of students who are at risk of failing.at-risk students prediction, machine learning methods, predictive models, distance learning, student retention
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- CERSEI: Cognitive Effort Based Recommender System for Enhancing Inclusiveness, 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, 2023
- Predictive Learning Analytics and University Teachers: Usage and perceptions three years post implementation, 13th International Learning Analytics and Knowledge Conference (LAK 2023), 2023
- Predictive learning analytics in online education: A deeper understanding through explaining algorithmic errors, 13th International Learning Analytics and Knowledge Conference (LAK 2023), Computers and Education: Artificial Intelligence, 2022
- Impact of Predictive Learning Analytics on Course Awarding Gap of Disadvantaged students in STEM, Artificial Intelligence in Education, AIED 2021, Computers and Education: Artificial Intelligence, 2021
- Exploring critical factors of the perceived usefulness of a learning analytics dashboard for distance university students, Artificial Intelligence in Education, AIED 2021, Computers and Education: Artificial Intelligence, 2021
- The engagement of university teachers with predictive learning analytics, Artificial Intelligence in Education, AIED 2021, Computers and Education: Artificial Intelligence, 2021
- Explaining Errors in Predictions of At-Risk Students in Distance Learning Education, International Conference on Artificial Intelligence in Education, Computers and Education: Artificial Intelligence, 2020
- What do distance learning students seek from student analytics?, International Conference on Learning Sciences, Computers and Education: Artificial Intelligence, 2020
- Why Predictions of At-Risk Students Are Not 100% Accurate? Showing Patterns in False Positive and False Negative Predictions, Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK20), Computers and Education: Artificial Intelligence, 2020
- The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study, Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK20), Computers and Education: Artificial Intelligence, The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study, 2020
- A large-scale implementation of Predictive Learning Analytics in Higher Education: the teachers' role and perspective, Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK20), Computers and Education: Artificial Intelligence, A large-scale implementation of Predictive Learning Analytics in Higher Education: the teachers' role and perspective, 2019
- Empowering online teachers through predictive learning analytics, Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK20), Computers and Education: Artificial Intelligence, Empowering online teachers through predictive learning analytics, 2019
- Predictive modelling for addressing students' attrition in Higher Education: The case of OU Analyse, CALRG Annual Conference 2017, Computers and Education: Artificial Intelligence, Empowering online teachers through predictive learning analytics, 2017
- Implementing predictive learning analytics on a large scale: the teacher's perspective, Learning Analytics & Knowledge Conference (LAK'17), Computers and Education: Artificial Intelligence, Empowering online teachers through predictive learning analytics, 2017
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