Research Article

[Retracted] Data Mining Method of Intelligent Market Management Based on Collaborative Recommendation Algorithm

Table 3

Percentage increase of model top-50 relative to NGCF.

ModelAGCANAFMGCANAACGCN

MovieLens-100KRecall0.110.820.32
MRR1.412.041.74
NDCG3.021.951.63
Hit0.380.380.38
Precision0.31.8441.02

MovieLens-1MRecall0.570.552.02
MRR0.50.090.4
NDCG0.240.070.76
Hit0.330.151.02
Precision0.641.060.53

Amazon-babyRecall6.782.46.7
MRR12.399.298.85
NDCG14.214.987.73
Hit5.4793.226.64
Precision6.583.226.45