研究文章
一种改进的基于短序列的顺序推荐算法增强和颞Self-Attention机制
|
| 模型 |
ML-1M |
AM-BE |
| HR@10 |
NDCG@10 |
HR@10 |
NDCG@10 |
|
| 流行 |
0.4386 |
0.2389 |
0.3215 |
0.1758 |
| BPR |
0.5952 |
0.3421 |
0.2554 |
0.1523 |
| FPMC |
0.6182 |
0.3917 |
0.3771 |
0.2477 |
| GRU4Rec + |
0.6522 |
0.4334 |
0.3949 |
0.2556 |
| 装箱机 |
0.7517 |
0.5011 |
0.4064 |
0.2547 |
| SASRec |
0.7929 |
0.5524 |
0.4185 |
0.2722 |
| TiSASRec |
0.8038 |
0.5706 |
0.4345 |
0.2818 |
| 我们(SeTsRec) |
0.8127 |
0.5805 |
0.4754 |
0.3036 |
|
|
