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Peer-reviewedCC BY 4.0Scientific Reports

Explainable multimodal learning analytics for model-based counterfactual decision support using literature-calibrated synthetic data

  • Anita Venugopal
  • Fatima Abdul Munaim Al Rawas
  • Ali Omar Al Minhali
  • Dinesh Goyal
  • Abhishek Dadhich
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@article{venugopal2026explainable,
  title = {{Explainable multimodal learning analytics for model-based counterfactual decision support using literature-calibrated synthetic data}},
  author = {Anita Venugopal and Fatima Abdul Munaim Al Rawas and Ali Omar Al Minhali and Dinesh Goyal and Abhishek Dadhich},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-72995-w},
  url = {https://www.nature.com/articles/s41598-026-72995-w},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Explainable multimodal learning analytics for model-based counterfactual decision support using literature-calibrated synthetic data
AU  - Anita Venugopal
AU  - Fatima Abdul Munaim Al Rawas
AU  - Ali Omar Al Minhali
AU  - Dinesh Goyal
AU  - Abhishek Dadhich
PY  - 2026
DA  - 2026/11/06
JO  - Scientific Reports
DO  - 10.1038/s41598-026-72995-w
UR  - https://www.nature.com/articles/s41598-026-72995-w
SN  - 2045-2322
ER  -