Open Access
Research Article·pp. 2757–2770·Vol. 47, Issue 7Jul 2026
A scalable deep learning-based context-aware recommendation framework using autoencoder-regularized neural interaction modeling
Md Mahtab Alam, Mumtaz Ahmed, Wakar Ahmad
Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2329
In this paper: Recommendation systems are needed to handle large-scale user-item interactions on digital platforms, but they often face severe data sparsity and cold-start issues. Current collaborative filtering and...
