HoAFM: A High-order Attentive Factorization Machine for CTR Prediction

•The HoAFM model can learn high order feature interaction efficiently.•The HoAFM model can encode high-order feature interactions into feature representations in an explicit and efficient manner.•We highlight the varying importance of interactions via two bit-wise attention mechanism.