Mend the Measurement Gap: Latent User Preference Modeling for Short-Form Video Recommendation
A Factorized Latent Value Model (FLVM) is proposed for measuring user preference from heterogeneous behavioral feedback and improves offline metrics and lifts a primary viewer enjoyment metric by 2.67% in online A/B tests.
Shuo Chang, Yue-Qi Wang, Zi-Huan Diao et al.
· Proceedings of the 20th ACM... · 0 citations