Chau Nguyen-Tri Vu

CoFARS-Sparse: A Context-Aware Recommendation Framework for Sparse E-Commerce Data

Predicting user behavior in extremely sparse data environments where users interact only once remains a fundamental challenge in e-commerce recommendation. While specialized domains like home decor face severe sparsity (where 87% of users exhibit single-interaction cold-start behavior), conventional context-aware seque...