Research Article

A Tri-Attention Neural Network Model-BasedRecommendation

Table 4

Comparison with other recommendation approaches on the three datasets.

ModelMovieLensDouban movieYelp
NDCG@10Prec@10Recall@10NDCG@10Prec@10Recall@10NDCG@10Prec@10Recall@10

TANN0.69680.34670.22350.93970.80820.11860.42850.13630.2554
MCRec0.69090.34110.21920.93650.80800.11940.42120.13430.2435
BPR0.69050.33860.21760.61290.28110.03930.41920.12970.2342
CDAE0.63030.30390.19060.60080.27160.03740.39480.11670.2241
LRML0.53810.22420.14180.48550.26490.02560.39340.11470.2124