Lessons from debiasing data for fair and accurate predictive modeling in education
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference67 articles.
1. Predicting student participation in STEM careers: The role of affect and engagement during middle school;Almeda;Journal of Educational Data Mining,2020
2. Bakharia, A. (2016). Towards cross-domain MOOC forum post classification. In Proceedings of the third (2016) ACM conference on learning @scale (pp. 253–256).
3. Educational data mining applications and tasks: A survey of the last 10 years;Bakhshinategh;Education and Information Technologies,2018
4. Borrella, I., Caballero-Caballero, S., & Ponce-Cueto, E. (2019). Predict and intervene: Addressing the dropout problem in a MOOC-based program. In Proceedings of the sixth (2019) ACM conference on learning @scale (pp. 1–9).
5. Taking action to reduce dropout in MOOCs: Tested interventions;Borrella;Computers & Education,2021
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