Table 2. AIPY and APY’s correlation to the growth of word frequency and results from top-N growth word predictions by changing datasets and Tf = 5, 10, 20.
Dataset | Tf | AIPY | APY | top-50 growth words | top-100 growth words | ||
---|---|---|---|---|---|---|---|
AIPY | APY | AIPY | APY | ||||
Nanocarbon | 5 | 0.234 | 0.065 | 7 | 7 | 19 | 16 |
10 | 0.298 | 0.062 | 9 | 5 | 14 | 15 | |
20 | 0.330 | 0.089 | 7 | 7 | 21 | 14 | |
Solar Cell | 5 | 0.189 | 0.016 | 12 | 9 | 17 | 14 |
10 | 0.323 | 0.058 | 14 | 8 | 27 | 11 | |
20 | 0.365 | 0.080 | 11 | 5 | 23 | 13 | |
APS | 5 | 0.085 | -0.04 | 6 | 3 | 8 | 4 |
10 | 0.127 | 0.002 | 4 | 4 | 10 | 9 | |
20 | 0.226 | -0.024 | 6 | 4 | 16 | 7 |