An Improved Sequential Recommendation Algorithm based on Short-Sequence Enhancement and Temporal Self-Attention Mechanism

Figure 5

The framework of the proposed model, where represents the time series of user ; is the time interval matrix of user ; is the element in the time interval matrix ; represents the behavior sequence of user ; and is the absolute position information sequence of the item.