Research Article
Learning to Make Document Context-Aware Recommendation with Joint Convolutional Matrix Factorization
Table 3
Impact of parameter
in JCMF on NC, WI, and OH.
| NC | WI | OH | | RMSE | MAE | | RMSE | MAE | | RMSE | MAE |
| | 1.158 | 0.902 | | 1.105 | 0.870 | | 1.216 | 0.956 | | 1.158 | 0.893 | | 1.103 | 0.866 | | 1.212 | 0.951 | | 1.159 | 0.893 | | 1.101 | 0.862 | | 1.211 | 0.949 | 0.001 | 1.158 | 0.892 | 0.005 | 1.104 | 0.865 | 0.001 | 1.210 | 0.947 | 0.05 | 1.157 | 0.892 | 0.05 | 1.105 | 0.868 | 0.05 | 1.211 | 0.947 | 0.1 | 1.155 | 0.889 | 0.1 | 1.106 | 0.869 | 0.1 | 1.209 | 0.945 | 0.5 | 1.163 | 0.903 | 0.5 | 1.120 | 0.880 | 0.5 | 1.212 | 0.946 | 0.8 | 1.171 | 0.913 | 0.8 | 1.128 | 0.891 | 0.8 | 1.214 | 0.953 |
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