Be Causal: De-biasing Social Network Confounding in Recommendation

Qian Li, Xiangmeng Wang, Guandong Xu

In recommendation systems, the existence of the missing-not-at-random (MNAR) problem results in the selection bias issue, degrading the recommendation performance ultimately. A com…