TABLE 4.
Significance testing with 90% confidence of the difference between the Avg % Match of recommendations and explanations with user top k preferred tags. The results show that explanations can tell more about the recommendation since they capture a user’s expressed tag preferences.
k | Avg%Match (rec., U, k) | Avg%Match (exp., U, k) | 90% CI of the difference | Adjusted p-value |
---|---|---|---|---|
1 | 83.43% | 85.85% | (−0.0482, −0.0003) | 0.096 |
2 | 94.14% | 94.94% | (−0.01469, −0.00148) | 0.045 |
3 | 96.16% | 96.96% | (−0.01469, −0.00148) | 0.045 |