FM and FFM principle analysis

Introduction of FM

• FM is a factorization machine, and MF is a matrix factorization. In fact, MF is a special form of FM. In
  reality, it affects the score matrix, not only the user and item matrices, but also other
  such as:

FM algorithm

FFM

Reference: https://zhuanlan.zhihu.com/p/37963267