Deep CNN-Assisted Personalized Recommendation over Big Data for Mobile Wireless Networks

Table 6

Results of recommendation index in the case of recommendation number increase and recommendation dimension fixed.

Method	Number of Recommended	Precision	Recall	F1
PACE	10	0.0924	0.0815	0.0866
PACE	20	0.0976	0.0913	0.0943
VPOI	10	0.1064	0.1059	0.1061
VPOI	20	0.1283	0.1208	0.1244
SEER	10	0.1305	0.1297	0.1301
SEER	20	0.1362	0.1383	0.1372
DCAPR	10	0.1398	0.1387	0.1392
DCAPR	20	0.1528	0.1567	0.1547