Research Article
Localized Ambient Solidity Separation Algorithm Based Computer User Segmentation
Table 9
Demographic and behaviour description of computer user segmentations.
| Demographic and computer interaction behaviours characteristics | Segment 1 | Segment 2 | Segment 3 | Segment 4 | Segment 5 | Segment 6 | Segment 7 | Total |
| Gender | | | | | | | | | Male | 100 | 100 | 100 | 100 | 100 | 0.7 | 68.1 | 71.8 | Female | 0 | 0 | 0 | 0 | 0 | 99.3 | 31.9 | 28.2 | Age | | | | | | | | | 10~20 | 0 | 0 | 0 | 0 | 0 | 2.2 | 12.0 | 4.0 | 20~25 | 4.2 | 68.6 | 6.8 | 14.3 | 6.4 | 12.5 | 17.6 | 14.6 | 25~30 | 62.5 | 22.9 | 3.4 | 24.2 | 34.1 | 41.9 | 16.2 | 27.2 | 30~35 | 33.3 | 8.6 | 13.8 | 28.6 | 27.6 | 21.3 | 16.2 | 21.2 | 35~40 | 0 | 0 | 15.5 | 22.9 | 16.2 | 14.7 | 10.2 | 13.4 | 40~50 | 0 | 0 | 37.9 | 10 | 13.5 | 5.9 | 18.1 | 14.0 | 50~60 | 0 | 0 | 20.6 | 0 | 2.2 | 1.4 | 8.3 | 5.0 | 60~70 | 0 | 0 | 1.7 | 0 | 0 | 0 | 1.4 | 0.6 | Education level | | | | | | | | | Below primary school | 0 | 0 | 0 | 0 | 0 | 0 | 1.4 | 0.4 | Junior school | 0 | 0 | 1.7 | 2.9 | 0 | 2.2 | 14.4 | 5.1 | Senior school | 0 | 0 | 25.9 | 74.3 | 0.5 | 19.9 | 26.9 | 21.1 | Junior college | 100 | 20 | 55.1 | 22.9 | 26.5 | 33.1 | 19.9 | 29.8 | Bachelor degree | 0 | 71.4 | 17.2 | 0 | 73.0 | 41.2 | 28.7 | 39.8 | Others | 0 | 8.6 | 0 | 0 | 0 | 3.7 | 8.8 | 3.7 | Income level | | | | | | | | | No income | 0 | 91.4 | 0 | 0 | 0 | 5.1 | 24.1 | 12.6 | Below 500 Yuan | 0 | 5.7 | 0 | 0 | 0 | 0.7 | 3.2 | 1.4 | 501–1000 Yuan | 0 | 2.9 | 1.7 | 0 | 1.6 | 2.9 | 4.6 | 2.6 | 1001–1500 Yuan | 0 | 0 | 5.2 | 11.4 | 4.3 | 5.9 | 9.7 | 6.6 | 1501–2000 Yuan | 12.5 | 0 | 10.3 | 22.9 | 10.8 | 17.6 | 8.3 | 12.0 | 2001–3000 Yuan | 29.2 | 0 | 24.1 | 24.3 | 28.6 | 32.4 | 16.2 | 12.5 | 3001–5000 Yuan | 45.8 | 0 | 20.7 | 32.9 | 39.5 | 23.5 | 15.7 | 25.6 | 5001–8000 Yuan | 12.5 | 0 | 17.2 | 8.5 | 11.9 | 6.6 | 8.3 | 9.4 | 8001–12000 Yuan | 0 | 0 | 12.1 | 0 | 3.2 | 4.4 | 2.8 | 3.4 | Others | 0 | 0 | 0 | 0 | 0 | 0.7 | 6.9 | 2.9 | Computer using frequency | | | | | | | | | Mean | 6.7 | 6.5 | 5.7 | 6.0 | 5.9 | 5.87 | 6.9 | 6.3 | Variance | 0.04 | 0.20 | 0.33 | 0.18 | 0.25 | 0.40 | 1.4 | 0.68 | Computer using time | | | | | | | | | Mean | 67.5 | 44.7 | 44.7 | 33.0 | 39.4 | 37.8 | 44.8 | 41.7 | Variance | 0.23 | 0.88 | 1.31 | 0.31 | 0.70 | 0.83 | 1.31 | 0.99 | Website browsing time | | | | | | | | | Mean | 0.64 | 4.43 | 2.88 | 3.12 | 6.7 | 3.1 | 6.3 | 4.95 | Variance | 0.43 | 0.89 | 0.89 | 0.80 | 0.83 | 0.96 | 1.01 | 0.99 |
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