When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models

Oscar Blessed Deho, Lin Liu 0003, Jiuyong Li, Jixue Liu, Chen Zhan, Srecko Joksimovic. When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models. TLT, 17:1007-1020, 2024. [doi]

@article{DehoLLLZJ24,
  title = {When the Past != The Future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models},
  author = {Oscar Blessed Deho and Lin Liu 0003 and Jiuyong Li and Jixue Liu and Chen Zhan and Srecko Joksimovic},
  year = {2024},
  doi = {10.1109/TLT.2024.3351352},
  url = {https://doi.org/10.1109/TLT.2024.3351352},
  researchr = {https://researchr.org/publication/DehoLLLZJ24},
  cites = {0},
  citedby = {0},
  journal = {TLT},
  volume = {17},
  pages = {1007-1020},
}