Improving POI Recommendation via Dynamic Tensor Completion

Table 4

Result comparison in Los Angeles.

	Matrix factorization			Tensor factorization
Metrics	MF	PMF	FBMC	CD	TD	TA-FBMC	TAD-FMPC	s-Prido	Prido
	0.0433	0.0057	0.0477	0.0677	0.0964	0.0928	0.1519	0.1252	0.1672
	0.1142	0.0336	0.1351	0.2270	0.2695	0.2580	0.3250	0.2742	0.3425
	0.1734	0.0666	0.1992	0.3216	0.3957	0.3610	0.4382	0.3923	0.4594
	0.2863	0.1305	0.3023	0.4920	0.5477	0.4974	0.5756	0.5523	0.6092
	0.4486	0.2949	0.5088	0.7242	0.7588	0.7262	0.7753	0.7598	0.7973
	0.5834	0.5389	0.7412	0.8920	0.9027	0.8839	0.8971	0.8856	0.8993