Attention with Long-Term Interval-Based Deep Sequential Learning for Recommendation

Figure 1

An example of sequential actions of a user in one of the largest online e-commerce platforms. The user clicked several items sequentially and finally purchased . The red frame around each item indicates the corresponding (estimated) contribution of that item to the final deal; darker color stands for more contribution.