Research Article
[Retracted] Data Mining Method of Intelligent Market Management Based on Collaborative Recommendation Algorithm
Table 3
Percentage increase of model top-50 relative to NGCF.
| Model | AGCAN | AFMGCAN | AACGCN |
| MovieLens-100K | Recall | 0.11 | 0.82 | 0.32 | MRR | 1.41 | 2.04 | 1.74 | NDCG | 3.02 | 1.95 | 1.63 | Hit | 0.38 | 0.38 | 0.38 | Precision | 0.3 | 1.844 | 1.02 |
| MovieLens-1M | Recall | 0.57 | 0.55 | 2.02 | MRR | 0.5 | 0.09 | 0.4 | NDCG | 0.24 | 0.07 | 0.76 | Hit | 0.33 | 0.15 | 1.02 | Precision | 0.64 | 1.06 | 0.53 |
| Amazon-baby | Recall | 6.78 | 2.4 | 6.7 | MRR | 12.39 | 9.29 | 8.85 | NDCG | 14.21 | 4.98 | 7.73 | Hit | 5.479 | 3.22 | 6.64 | Precision | 6.58 | 3.22 | 6.45 |
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