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. 2020 May 18;6:e273. doi: 10.7717/peerj-cs.273

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 Twitter CosSim 0.39 (0.31) 4.91 (0.29)
3. TF-IDF Twitter IA-Select 0.36 (0.29) 4.91 (0.43)
4. CF-IDF Twitter 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 Twitter CosSim 0.22 (0.28) 5.00 (0.00)
9. TF-IDF Twitter CosSim 0.20 (0.24) 4.95 (0.21)
10. HCF-IDF Twitter 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)