Research on Cross-Platform Image Recommendation Model Fusing Text Information

Table 12

Evaluation results of hybrid recommendation algorithm for different parameter weights.

Ratio of to	Evaluation index
	Average number of matches	Matching rate	Average number of recommendation success	Recommendation success rate
1 : 0 (user-based recommendation)	1.57	0.31	60.38	0.30
0.9 : 0.1	1.24	0.25	94.34	0.47
0.8 : 0.2	1.65	0.33	84.52	0.42
0.7 : 0.3	2.51	0.50	128.58	0.64
0.6 : 0.4	2.11	0.42	108.09	0.54
0.5 : 0.5	2.21	0.44	113.21	0.57
0.4 : 0.6	1.70	0.34	87.08	0.44
0.3 : 0.7	2.69	0.54	137.80	0.69
0.2 : 0.8	3.12	0.62	159.82	0.80
0.1 : 0.9	2.87	0.57	147.02	0.74
0 : 1 (item-based recommendation)	1.91	0.38	79.25	0.40