Research Article
Optimizing Ontology Alignment through Linkage Learning on Entity Correspondences
Table 4
Comparison on F-measure harmonic mean on each testing case among OAEI participants and ECGA-OEM.
| Case | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | ECGA-OEM | +/=/- |
| 101 | 0.97 | 0.96 | 1 | 1 | 1 | 0.93 | 0 | 0.98 | 0.73 | 0.87 | 0.78 | 0 | 1 | 1 | 0.95 | 0.71 | 0.97 | 0.52 | 1 | 13/5/0 | 201 | 0.95 | 0.94 | 0.93 | 0.61 | 0.89 | 0.82 | 0.68 | 0.95 | 0.62 | 0.77 | 0.62 | 0.44 | 1 | 1 | 0.84 | 0.62 | 0.77 | 0.47 | 1 | 16/2/0 | 202 | 0.81 | 0.84 | 0.92 | 0.81 | 0.86 | 0.82 | 0.64 | 0.87 | 0.62 | 0.76 | 0.62 | 0.42 | 0.98 | 0.99 | 0.85 | 0.62 | 0.76 | 0.48 | 0.96 | 16/0/2 | 221 | 0.97 | 0.95 | 1 | 1 | 0.98 | 0.93 | 0.99 | 0.98 | 0.73 | 0.87 | 0.78 | 0.51 | 1 | 1 | 0.94 | 0.72 | 0.97 | 0.53 | 1 | 14/4/0 | 222 | 0.97 | 0.95 | 1 | 0.8 | 0.98 | 0.94 | 0.77 | 0.99 | 0 | 0.85 | 0.77 | 0.5 | 1 | 1 | 0 | 0.72 | 0.78 | 0 | 0.99 | 14/1/3 | 223 | 0.97 | 0.96 | 1 | 1 | 1 | 0.93 | 0.99 | 0.98 | 0.73 | 0.86 | 0.78 | 0.51 | 1 | 1 | 0.94 | 0.72 | 0.97 | 0.53 | 1 | 13/5/0 | 224 | 0.96 | 0.95 | 1 | 1 | 1 | 0.93 | 0.97 | 0.98 | 0.92 | 0.87 | 1 | 0.51 | 1 | 1 | 0.94 | 0.9 | 0.97 | 0.53 | 1 | 12/6/0 | 225 | 0.97 | 0.96 | 1 | 1 | 1 | 0.93 | 0.99 | 0.98 | 0.73 | 0.87 | 0.78 | 0.51 | 1 | 1 | 0.95 | 0.72 | 0.97 | 0.52 | 1 | 13/5/0 | 228 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.5 | 0.88 | 0.55 | 1 | 1 | 1 | 0.92 | 0.48 | 1 | 0.8 | 1 | 10/8/0 | 232 | 0.97 | 0.96 | 1 | 1 | 0.98 | 0.93 | 0.97 | 0.98 | 0.93 | 0.87 | 1 | 0.51 | 1 | 1 | 0.94 | 0.9 | 0.97 | 0.53 | 1 | 13/5/0 | 233 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.5 | 0.88 | 0.55 | 1 | 1 | 1 | 0.92 | 0.48 | 1 | 0.8 | 1 | 10/8/0 | 236 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.86 | 0.88 | 1 | 1 | 1 | 1 | 0.92 | 0.8 | 1 | 0.8 | 1 | 9/9/0 | 237 | 0.96 | 0.95 | 1 | 0.8 | 1 | 0.94 | 0.77 | 0.99 | 0 | 0.85 | 0.99 | 0.5 | 1 | 1 | 0 | 0.91 | 0.78 | 0 | 0.99 | 12/2/4 | 238 | 0.97 | 0.95 | 1 | 1 | 1 | 0.93 | 0.99 | 0.98 | 0.93 | 0.87 | 1 | 0.51 | 1 | 1 | 0.95 | 0.9 | 0.97 | 0.52 | 1 | 12/6/0 | 239 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.5 | 0.88 | 0.55 | 1 | 1 | 1 | 0.92 | 0.48 | 1 | 0.8 | 0.97 | 9/1/8 | 240 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.5 | 0.88 | 0.55 | 1 | 1 | 1 | 0.92 | 0.48 | 1 | 0.8 | 0.99 | 10/0/8 | 241 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.86 | 0.88 | 1 | 1 | 1 | 1 | 0.92 | 0.8 | 1 | 0.8 | 1 | 9/9/0 | 246 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.86 | 0.88 | 1 | 1 | 1 | 1 | 0.92 | 0.8 | 1 | 0.8 | 0.98 | 9/0/9 | 247 | 1 | 1 | 0.93 | 1 | 1 | 0.84 | 0.97 | 0.96 | 0.86 | 0.88 | 1 | 1 | 1 | 1 | 0.92 | 0.8 | 1 | 0.8 | 0.99 | 9/0/9 | 248 | 0.83 | 0.84 | 0.93 | 0.81 | 0.86 | 0.82 | 0.84 | 0.87 | 0.63 | 0.76 | 0.62 | 0.45 | 0.98 | 0.97 | 0.8 | 0.62 | 0.77 | 0.43 | 0.9 | 15/0/3 | 249 | 0.81 | 0.8 | 0.87 | 0.65 | 0.89 | 0.82 | 0.81 | 0.87 | 0.81 | 0.76 | 0.79 | 0.42 | 0.95 | 0.95 | 0.82 | 0.8 | 0.82 | 0.48 | 0.96 | 18/0/0 | 250 | 0.81 | 0.83 | 0.85 | 0.88 | 0.88 | 0.72 | 0.87 | 0.84 | 0.42 | 0.76 | 0.43 | 0.9 | 0.94 | 0.98 | 0.81 | 0.4 | 0.88 | 0.69 | 1 | 18/0/0 | 251 | 0.83 | 0.82 | 0.94 | 0.6 | 0.87 | 0.83 | 0.59 | 0.87 | 0 | 0.75 | 0.61 | 0.43 | 0.93 | 0.97 | 0 | 0.61 | 0.59 | 0 | 0.91 | 15/0/3 | 252 | 0.82 | 0.83 | 0 | 0.86 | 0.89 | 0.82 | 0.78 | 0.87 | 0.61 | 0.75 | 0.62 | 0.45 | 0.97 | 0.95 | 0.83 | 0.62 | 0.76 | 0.49 | 0.92 | 16/0/2 | 253 | 0.83 | 0.83 | 0 | 0.79 | 0.87 | 0.82 | 0.79 | 0.87 | 0.81 | 0.76 | 0.79 | 0.42 | 0.97 | 0.94 | 0.86 | 0.79 | 0.81 | 0.47 | 0.9 | 16/0/2 | 254 | 0.83 | 0.85 | 0 | 0.88 | 0.88 | 0.72 | 0.89 | 0.84 | 0.42 | 0.76 | 0.43 | 0.92 | 0.94 | 0.98 | 0.81 | 0.4 | 0.88 | 0 | 0.83 | 8/1/9 | 257 | 0.84 | 0.85 | 0 | 0.88 | 0.88 | 0.72 | 0.87 | 0.84 | 0.74 | 0.76 | 0.79 | 0.92 | 0.9 | 0.95 | 0.88 | 0.72 | 0.88 | 0.74 | 1 | 18/0/0 | 258 | 0.81 | 0.83 | 0 | 0.6 | 0.88 | 0.83 | 0.58 | 0.87 | 0.68 | 0.73 | 0.79 | 0.45 | 0.93 | 0.95 | 0 | 0.8 | 0.66 | 0 | 0.91 | 16/0/2 | 259 | 0.83 | 0.85 | 0 | 0.8 | 0.89 | 0.82 | 0.83 | 0.87 | 0.8 | 0.75 | 0.79 | 0.46 | 0.96 | 0.94 | 0.83 | 0.8 | 0.81 | 0 | 0.92 | 16/0/2 | 260 | 0.81 | 0.82 | 0 | 0.88 | 0.88 | 0.74 | 0.87 | 0.85 | 0 | 0.79 | 0.43 | 0.9 | 0.93 | 0.95 | 0 | 0.41 | 0.9 | 0 | 0.88 | 12/2/4 | 261 | 0.8 | 0.85 | 0 | 0.88 | 0.88 | 0.72 | 0.87 | 0.84 | 0.42 | 0.76 | 0.43 | 0.9 | 0.89 | 0.89 | 0.83 | 0.4 | 0.88 | 0 | 0.89 | 15/2/1 | 262 | 0.81 | 0.83 | 0 | 0.88 | 0.88 | 0.72 | 0.85 | 0.84 | 0.74 | 0.76 | 0.79 | 0.92 | 0.94 | 0.94 | 0.81 | 0.7 | 0.88 | 0.69 | 0.83 | 9/1/8 |
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