Research on Cross-Platform Image Recommendation Model Fusing Text Information

Table 11

Evaluation results of four recommendation algorithms.

Recommendation model	Evaluation index
	Average number of matches	Matching rate (%)	Average number of recommendation success	Recommendation success rate (%)
Random recommendation	0.58	12	7.55	4
iLike	1.26	25	71.57	36
ACS	1.78	35	78.42	39
User-based recommendation	1.57	31	60.38	30
Item-based recommendation	1.91	38	79.25	40
Hybrid recommendation	2.21	44	113.21	57