Research Article
A Novel Web Classification Algorithm Using Fuzzy Weighted Association Rules
Table 1
Web groups and corresponding weights in browsing sessions.
| | Seq no. | Web categories and corresponding weights | | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 |
| | 1 | 0.00 | 0.03 | 0.00 | 0.05 | 0.00 | 1.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.02 | | 2 | 1.00 | 0.00 | 0.00 | 0.22 | 0.06 | 0.56 | 0.00 | 0.34 | 0.00 | 0.00 | 0.00 | 0.30 | 0.00 | 0.06 | 0.00 | 0.00 | | 3 | 0.81 | 0.00 | 0.00 | 0.03 | 0.00 | 1.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.00 | 0.02 | 0.00 | 0.63 | 0.00 | 0.21 | | 4 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.60 | 0.90 | 0.16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | | 5 | 0.00 | 0.00 | 0.08 | 1.00 | 0.08 | 0.08 | 0.00 | 0.00 | 0.08 | 0.23 | 0.00 | 0.00 | 0.00 | 0.26 | 0.00 | 0.00 | | 6 | 0.71 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.14 | 0.00 | 0.04 | 0.02 | 0.00 | 0.00 | | 7 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | | 8 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | | 9 | 0.00 | 0.00 | 0.22 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.24 | 0.00 | 0.00 | 0.21 | | 10 | 0.34 | 0.00 | 0.00 | 0.05 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.30 | 0.00 | 0.00 | 0.48 | 0.00 | 0.00 | | 11 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.27 | 0.00 | 0.00 | 0.00 | 0.46 | 0.00 | 0.00 | 0.00 | 0.00 | 0.47 | 0.00 | | 12 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.35 | 0.00 | 0.50 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.00 | 0.00 | | 13 | 0.22 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.28 | 0.00 | 0.00 | 0.54 | 0.00 | 0.00 | | 14 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 | 0.74 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.85 | 0.00 | | 15 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.55 | 0.00 | 0.00 | 0.32 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | | 16 | 0.05 | 0.08 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.00 | 1.00 | 0.00 | 0.31 | 0.00 | 0.00 | | 17 | 0.00 | 0.00 | 0.13 | 0.00 | 1.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 0.00 | 0.00 | | 18 | 0.05 | 0.00 | 0.00 | 0.04 | 0.21 | 0.00 | 0.00 | 0.00 | 0.15 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.03 | 0.00 | | 19 | 0.00 | 0.15 | 0.00 | 0.00 | 0.23 | 0.14 | 0.00 | 0.00 | 5.14 | 0.00 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | | 20 | 0.00 | 0.50 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | | 21 | 0.02 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.32 | 1.00 | 0.00 | 0.00 | 0.12 | 0.00 |
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