AIM2 framework for smart marketing innovation using AI driven consumer analytics with SOR neural networks and XGBoost in Saudi retail.

Alarfaj FK, Badouch M, Khan HU, Boutaounte M.

Open source

DOI: 10.1038/s41598-026-42787-3
Published: 2026-05-04
Container: Sci Rep
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-42787-3,
  title = {AIM2 framework for smart marketing innovation using AI driven consumer analytics with SOR neural networks and XGBoost in Saudi retail.},
  author = {Alarfaj FK and  Badouch M and  Khan HU and  Boutaounte M.},
  year = {2026},
  journal = {Sci Rep},
  doi = {10.1038/s41598-026-42787-3},
  url = {https://doi.org/10.1038/s41598-026-42787-3}
}

RIS

TY  - JOUR
TI  - AIM2 framework for smart marketing innovation using AI driven consumer analytics with SOR neural networks and XGBoost in Saudi retail.
AU  - Alarfaj FK
AU  -  Badouch M
AU  -  Khan HU
AU  -  Boutaounte M.
PY  - 2026
JO  - Sci Rep
DO  - 10.1038/s41598-026-42787-3
UR  - https://doi.org/10.1038/s41598-026-42787-3
ER  -

APA

FK, A., M, B., HU, K., & M., B. (2026). AIM2 framework for smart marketing innovation using AI driven consumer analytics with SOR neural networks and XGBoost in Saudi retail.. Sci Rep. https://doi.org/10.1038/s41598-026-42787-3

Source records

europe-pmc · retrieved 2026-11-10T12:36:28.000Z
doaj · retrieved 2026-11-10T12:36:27.991Z