Research Article
[Retracted] TextRank Keyword Extraction Algorithm Using Word Vector Clustering Based on Rough Data-Deduction
Table 1
Comparison of experimental results of various algorithms.
| Keywords (pcs) | Algorithm | (%) | R (%) | F (%) |
| 3 | T1 | 47.71 | 14.31 | 22.02 | T2 | 64.22 | 19.27 | 29.64 | T3 | 66.36 | 19.91 | 30.63 | T4 | 28.13 | 8.44 | 12.99 | T5 | 67.28 | 20.18 | 31.05 | T6 | 61.16 | 18.35 | 28.23 | T7 | 62.08 | 18.62 | 28.65 | T8 | 55.96 | 16.79 | 25.83 | RDD-WRank | 69.75 | 20.93 | 32.19 |
| 4 | T1 | 44.04 | 17.61 | 25.16 | T2 | 56.19 | 22.48 | 32.11 | T3 | 61.24 | 24.50 | 34.99 | T4 | 28.21 | 11.28 | 16.12 | T5 | 62.61 | 25.05 | 35.78 | T6 | 57.11 | 22.84 | 32.63 | T7 | 58.26 | 23.30 | 33.29 | T8 | 51.83 | 20.73 | 29.62 | RDD-WRank | 63.43 | 25.37 | 36.24 |
| 5 | T1 | 41.65 | 20.83 | 27.77 | T2 | 53.21 | 26.61 | 35.47 | T3 | 56.15 | 28.07 | 37.43 | T4 | 27.52 | 13.76 | 18.35 | T5 | 57.61 | 28.81 | 38.41 | T6 | 53.94 | 26.97 | 35.96 | T7 | 55.41 | 27.71 | 36.94 | T8 | 47.34 | 23.67 | 31.56 | RDD-WRank | 59.26 | 29.63 | 39.51 |
| 6 | T1 | 39.30 | 23.58 | 29.47 | T2 | 49.69 | 29.82 | 37.27 | T3 | 52.29 | 31.38 | 39.22 | T4 | 26.91 | 16.15 | 20.18 | T5 | 54.74 | 32.84 | 41.06 | T6 | 51.07 | 30.64 | 38.30 | T7 | 51.22 | 30.73 | 38.42 | T8 | 46.18 | 27.71 | 34.63 | RDD-WRank | 55.86 | 33.52 | 41.90 |
| 7 | T1 | 37.79 | 27.16 | 31.95 | T2 | 46.66 | 32.66 | 38.42 | T3 | 49.93 | 34.95 | 41.12 | T4 | 27.00 | 18.90 | 22.23 | T5 | 50.98 | 35.69 | 41.99 | T6 | 49.02 | 34.31 | 40.37 | T7 | 48.10 | 33.67 | 39.61 | T8 | 44.43 | 31.10 | 36.59 | RDD-WRank | 54.10 | 37.87 | 44.55 |
| 8 | T1 | 36.99 | 28.26 | 32.66 | T2 | 44.15 | 35.32 | 39.25 | T3 | 46.44 | 37.16 | 41.28 | T4 | 26.61 | 21.28 | 23.65 | T5 | 47.48 | 37.98 | 42.20 | T6 | 46.56 | 37.25 | 41.39 | T7 | 45.76 | 36.61 | 40.67 | T8 | 43.35 | 34.68 | 38.53 | RDD-WRank | 50.93 | 40.74 | 45.27 |
| 9 | T1 | 35.12 | 30.31 | 33.12 | T2 | 42.00 | 37.80 | 39.79 | T3 | 44.34 | 39.91 | 42.01 | T4 | 25.99 | 23.39 | 24.63 | T5 | 45.16 | 40.64 | 42.78 | T6 | 44.14 | 39.72 | 41.82 | T7 | 43.63 | 39.27 | 41.33 | T8 | 42.41 | 38.17 | 40.17 | RDD-WRank | 48.97 | 44.07 | 46.39 |
| 10 | T1 | 32.98 | 32.98 | 32.98 | T2 | 39.72 | 39.72 | 39.72 | T3 | 42.20 | 42.20 | 42.20 | T4 | 25.05 | 25.05 | 25.05 | T5 | 42.66 | 42.66 | 42.66 | T6 | 42.57 | 42.57 | 42.57 | T7 | 41.83 | 41.83 | 41.83 | T8 | 41.19 | 41.19 | 41.19 | RDD-WRank | 47.27 | 47.27 | 47.27 |
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