Definition: MF is a fundamental and effective model in recommendation systems, representing users and items as embedding vectors. The core idea of MF is to estimate a user preference on an item as the inner product between their embedding vectors
Predictive Model: The preference of a user u for an item i is estimated as the inner product of their embedding vectors.