Research Article
Personalized POI Recommendation Based on Subway Network Features and Users’ Historical Behaviors
Table 1
MAE and RMSE values of baselines and our model.
| Model | MAE | RMSE |
| PMF | 0.6142 | 0.8176 | NMF | 0.5863 | 0.7207 | SVD | 0.8218 | 1.0344 | SVD++ | 0.8221 | 0.9352 |
| W&D | 0.5532 | 0.6738 | W&D-his | 0.5205 | 0.6419 | W&D-sub | 0.5398 | 0.6638 | W&D-his-sub | 0.5148 | 0.6317 |
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