数据集

Clothing

Cell_phone

模型

Precision

Recall

NDCG

HR

Precision

Recall

NDCG

HR

BRP

0.196

1.086

0.598

1.801

0.624

3.363

1.892

5.323

DKN

0.106

0.727

0.279

1.012

0.456

3.817

1.603

4.484

RuleRec

0.210

1.150

0.639

1.921

0.674

3.565

1.966

5.669

Ripple Net

0.339

1.428

0.868

3.321

0.695

2.962

1.675

6.631

Sentiment-RippleNet

0.383

1.621

0.976

3.686

0.789

3.491

1.970

7.495

Sentiment-RippleNet-Att

0.403

1.733

1.000

3.866

0.805

3.508

2.022

7.548

提升(%)

5.222

6.909

2.458

5.779

2.028

-8.095

2.640

0.707