Table 3.
Overview of tested -values in weighted loss function - with the prediction loss, the article–user distance loss, and the user–user distance loss.
| Description | |||
|---|---|---|---|
| 1 | 0 | 0 | No distance losses (= base) |
| 0.5 | 0 | 0.5 | No article-user distance loss |
| 0.5 | 0.5 | 0 | No user-user distance loss |
| 0.33 | 0.33 | 0.33 | All losses equally important |
| 0.5 | 0.25 | 0.25 | Prediction loss most important, |
| 0.8 | 0.1 | 0.1 | Distance losses are equally important |
| 0.6 | 0.3 | 0.1 | Article-user loss more important than user-user loss |
| 0.6 | 0.1 | 0.3 | User-user loss more important than article-user loss |