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