Research Article
Topological Influence-Aware Recommendation on Social Networks
Table 3
Performance comparisons (MAE and RMSE).
| | Dataset | Metrics | PMF | SoRec | RSTE | SocialMF | SoReg | RDISI |
| | Epinions | MAE
Improve | 0.8680
7.71% | 0.8467
5.39% | 0.8564
6.46% | 0.8651
7.40% | 0.8232
2.68% | 0.8011 | RMSE
Improve | 1.0922
4.85% | 1.1105
6.42% | 1.1475
9.44% | 1.1903
12.70% | 1.0655
2.47% | 1.0392 |
| | Ciao | MAE
Improve | 0.8841
17.34% | 0.7991
8.55% | 0.7786
6.14% | 0.7858
7.00% | 0.7491
2.44% | 0.7308 | RMSE
Improve | 1.1353
14.38% | 1.1071
12.19% | 1.0859
10.48% | 1.1230
13.44% | 0.9904
1.85% | 0.9721 |
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