Research Article

A Hierarchical Attention Recommender System Based on Cross-Domain Social Networks

Table 3

HR@10 and NDCG@10 comparisons for different dimension sizes D.

ModelsYelp
HRNDCG
D = 16D = 32D = 64D = 16D = 32D = 64

BPR0.24430.26320.26170.14710.15750.1550
FM0.27680.28350.28250.16980.17200.1717
TrustSVD0.28530.28800.29150.17040.17230.1738
GC-MC0.28750.29020.29370.16570.16860.1740
PinSage0.29520.29580.30650.17580.17790.1868
DiffNet0.33660.34370.34770.20520.20950.2121
HA-RS0.34870.35420.35960.21220.21790.2235