Table 3. SRDP and the number of unexpected items included in the 12 strategies.
The values are ordered by SRDP. M and SD denote mean and standard deviation, respectively.
| Strategy | SRDP | |UE| | |||
|---|---|---|---|---|---|
| Text mining method | Profiling source | Ranking method | M (SD) | M (SD) | |
| 1. | TF-IDF | Own papers | IA-Select | 0.45 (0.38) | 2.95 (1.05) |
| 2. | CF-IDF | CosSim | 0.39 (0.31) | 4.91 (0.29) | |
| 3. | TF-IDF | IA-Select | 0.36 (0.29) | 4.91 (0.43) | |
| 4. | CF-IDF | IA-Select | 0.31 (0.22) | 4.95 (0.21) | |
| 5. | CF-IDF | Own papers | CosSim | 0.26 (0.28) | 4.91 (0.29) |
| 6. | CF-IDF | Own papers | IA-Select | 0.25 (0.28) | 4.91 (0.29) |
| 7. | HCF-IDF | Own papers | IA-Select | 0.24 (0.22) | 4.95 (0.21) |
| 8. | HCF-IDF | CosSim | 0.22 (0.28) | 5.00 (0.00) | |
| 9. | TF-IDF | CosSim | 0.20 (0.24) | 4.95 (0.21) | |
| 10. | HCF-IDF | IA-Select | 0.18 (0.21) | 5.00 (0.00) | |
| 11. | HCF-IDF | Own papers | CosSim | 0.16 (0.18) | 5.00 (0.00) |
| 12. | TF-IDF | Own papers | CosSim | 0.00 (0.00) | 0.00 (0.00) |