Embarak's 5-Pillars for Adaptive Learning: An AI-Driven Framework for Early Detection and Personalized Intervention for At-Risk Students

Ossama Embarak, Adel Zairi. Embarak's 5-Pillars for Adaptive Learning: An AI-Driven Framework for Early Detection and Personalized Intervention for At-Risk Students. In Elhadi M. Shakshuki, editor, The 17th International Conference on Ambient Systems, Networks and Technologies Networks (ANT 2026) / The 9th International Conference on Emerging Data and Industry 4.0 (EDI40 2026), April 14-16, 2026, Istanbul, Turkey. Volume 280 of Procedia Computer Science, pages 695-704, Elsevier, 2026. [doi]

@inproceedings{EmbarakZ26,
  title = {Embarak's 5-Pillars for Adaptive Learning: An AI-Driven Framework for Early Detection and Personalized Intervention for At-Risk Students},
  author = {Ossama Embarak and Adel Zairi},
  year = {2026},
  doi = {10.1016/j.procs.2026.04.088},
  url = {https://doi.org/10.1016/j.procs.2026.04.088},
  researchr = {https://researchr.org/publication/EmbarakZ26},
  cites = {0},
  citedby = {0},
  pages = {695-704},
  booktitle = {The 17th International Conference on Ambient Systems, Networks and Technologies Networks (ANT 2026) / The 9th International Conference on Emerging Data and Industry 4.0 (EDI40 2026), April 14-16, 2026, Istanbul, Turkey},
  editor = {Elhadi M. Shakshuki},
  volume = {280},
  series = {Procedia Computer Science},
  publisher = {Elsevier},
}