A Location-Based Business Information Recommendation Algorithm

Table 3

Hit ratios of algorithms for cold users ().

Method	Hit ratio (%)	Improvement
UserKNN@2	0	0
Pop@2	0.94	—
ItemKNN@2	1.428	51.9%
Our method	2.58	80%