Cyber-Physical-Social Model for Service Recommendation in the Internet of Things

Table 4

The accuracy (%) based on cross-validations on the home application dataset and mixed dataset.

Training set (%)	Home application							Mixed dataset
	EDC	FST	TSItemCF	SORec	CPSM	EDC	FST	TSItemCF	SORec	CPSM
20	32.87	28.56	30.06	30.45	31.12	30.14	25.70	27.18	28.68	29.34
30	39.62	39.04	40.12	40.65	41.82	36.49	34.90	36.89	37.14	38.07
40	53.60	60.77	64.32	65.07	66.23	49.80	51.83	53.56	54.06	56.39
50	66.10	75.02	76.15	76.95	79.82	62.40	69.69	73.35	74.11	75.54
60	77.90	86.32	88.17	88.89	90.06	74.50	82.77	83.81	84.22	86.83