Table 3 Fuzzy-AHP aggregated pairwise matrix
From: Selection of data analytic techniques by using fuzzy AHP TOPSIS from a healthcare perspective
| Â | F1 Capture | F2 Cleaning | F3 Storage | F4 Security | F5 Stewardship | F6 Querying | F7 Reporting | F8 Visualization | F9 Updating | F10 Sharing |
|---|---|---|---|---|---|---|---|---|---|---|
F1 (Capture) | (1.000, 1.000, 1.000) | (0.9000, 1.1000, 1.4000) | (1.200, 1.500, 1.700) | (0.900, 1.000, 1.100) | (2.1000, 2.9000, 3.8000) | (1.1000, 1.3000, 1.6000) | (2.1000, 2.9000, 3.8000) | (0.9000, 1.1000, 1.4000) | (1.1000, 1.6000, 1.9000) | (1.000, 1.000, 1.000) |
F2 (Cleaning) | - | (1.0000, 1.0000, 1.0000) | (1.100, 1.600, 1.900) | (1.800, 1.9000, 2.1000) | (2.7000, 3.4000, 4.0000) | (2.1000, 2.7000, 3.2000) | (2.7000, 3.4000, 4.0000) | (1.0000, 1.0000, 1.0000) | (1.0000, 1.0000, 1.0000) | (0.800, 0.900, 1.100) |
F3 (Storage) | - | - | (1.000, 1.0000, 1.0000) | (1.400, 1.6000, 1.9000) | (1.7000, 2.2000, 2.9000) | (1.7000, 2.1000, 2.6000) | (1.7000, 2.2000, 2.9000) | (0.5000, 0.6000, 0.9000) | (0.5000, 0.6000, 0.7000) | (1.000, 1.000, 1.000) |
F4 (Security) | - | - | - | (1.000, 1.0000, 1.0000) | (1.9000, 2.5000, 2.7000) | (1.6000, 2.5000, 2.6000) | (1.9000, 2.5000, 2.7000) | (0.5000, 0.5500, 0.6000) | (0.3000, 0.5000, 0.7000) | (0.300, 0.400, 0.500) |
F5 (Stewardship) | - | - | - | - | (1.0000, 1.0000, 1.0000) | (1.0000, 1.1000, 1.3000) | (1.0000, 1.0000, 1.0000) | (0.3000, 0.3500, 0.4000) | (1.0000, 1.0000, 1.0000) | (1.100, 1.600, 1.900) |
F6 (Querying) | - | - | - | - | - | (1.0000, 1.0000, 1.0000) | (0.8000, 0.9000, 1.1000) | (0.3000, 0.4000, 0.5000) | (0.8000, 0.9000, 1.1000) | (1.000, 1.0000, 1.0000) |
F7 (Reporting) | - | - | - | - | - | - | (1.0000, 1.0000, 1.0000) | (2.7000, 3.4000, 4.0000) | (1.0000, 1.0000, 1.0000) | (0.500, 0.600, 0.700) |
F8 (Visualization) | - | - | - | - | - | - | - | (1.0000, 1.0000, 1.0000) | (0.3000, 0.4000, 0.5000) | (0.300, 0.500, 0.700) |
F9 (Updating) | - | - | - | - | - | - | - | - | (1.0000, 1.0000, 1.0000) | (1.100, 1.600, 1.900) |
F10 (Sharing) | - | - | - | - | - | - | - | - | - | (1.000, 1.000, 1.000) |