DeWu Technology
Feb 19, 2025 · Artificial Intelligence
Scenario-aware Multi-Scenario Recommendation Models: SACN, SAINet, and DSWIN
The paper presents a comprehensive multi‑scenario recommendation study introducing three models—SACN, SAINet, and DSWIN—that integrate scene‑aware attention, attribute‑level preferences, and contrastive disentanglement to capture distinct user interests, achieving consistent AUC gains and online CTR improvements across real‑world datasets.
CTR predictionDeep Learningcontrastive learning
0 likes · 43 min read