Enhancing Sequential Recommendations with Bidirectional Temporal Data Augmentation and Pre-training

Introducing Bidirectional Temporal Data Augmentation with pre-training (BARec) enhances sequential recommendation systems by generating high-quality pseudo-prior items, improving user preferences, and semantic item correlations.