Research Article
A Tri-Attention Neural Network Model-BasedRecommendation
Table 4
Comparison with other recommendation approaches on the three datasets.
| Model | MovieLens | Douban movie | Yelp | NDCG@10 | Prec@10 | Recall@10 | NDCG@10 | Prec@10 | Recall@10 | NDCG@10 | Prec@10 | Recall@10 |
| TANN | 0.6968 | 0.3467 | 0.2235 | 0.9397 | 0.8082 | 0.1186 | 0.4285 | 0.1363 | 0.2554 | MCRec | 0.6909 | 0.3411 | 0.2192 | 0.9365 | 0.8080 | 0.1194 | 0.4212 | 0.1343 | 0.2435 | BPR | 0.6905 | 0.3386 | 0.2176 | 0.6129 | 0.2811 | 0.0393 | 0.4192 | 0.1297 | 0.2342 | CDAE | 0.6303 | 0.3039 | 0.1906 | 0.6008 | 0.2716 | 0.0374 | 0.3948 | 0.1167 | 0.2241 | LRML | 0.5381 | 0.2242 | 0.1418 | 0.4855 | 0.2649 | 0.0256 | 0.3934 | 0.1147 | 0.2124 |
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