Research Article
Solving Ontology Metamatching Problem through Improved Multiobjective Particle Swarm Optimization Algorithm
Table 7
Comparison of MOPSO-DE with OAEI’s participants in terms of f-measure.
| | No. | edna | AgrMaker | AROMA | ASMOV | CODI | Ef2Match | Falcon | GeRMeSMB | MapPSO | RiMOM | SOBOM | TaxoMap | MOPSO-DE |
| | 101 | 1.00 | 0.99 | 0.98 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 103 | 1.00 | 0.99 | 0.99 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 104 | 1.00 | 0.99 | 0.99 | 1.00 | 0.99 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 201 | 0.04 | 0.92 | 0.95 | 1.00 | 0.13 | 0.77 | 0.97 | 0.94 | 0.42 | 1.00 | 0.95 | 0.51 | 0.96 | | 202 | 0.03 | 0.89 | 0.00 | 0.88 | 0.00 | 0.08 | 0.00 | 0.39 | 0.05 | 0.81 | 0.64 | 0.02 | 0.16 | | 203 | 1.00 | 0.98 | 0.80 | 1.00 | 0.86 | 1.00 | 1.00 | 0.98 | 1.00 | 1.00 | 1.00 | 0.49 | 1.00 | | 204 | 0.93 | 0.97 | 0.97 | 1.00 | 0.74 | 0.99 | 0.96 | 0.98 | 0.98 | 1.00 | 0.99 | 0.51 | 0.99 | | 205 | 0.34 | 0.92 | 0.95 | 0.99 | 0.28 | 0.84 | 0.97 | 0.99 | 0.73 | 0.99 | 0.96 | 0.51 | 0.94 | | 206 | 0.54 | 0.93 | 0.95 | 0.99 | 0.39 | 0.87 | 0.94 | 0.92 | 0.85 | 0.99 | 0.96 | 0.51 | 0.92 | | 207 | 0.54 | 0.93 | 0.95 | 0.99 | 0.42 | 0.87 | 0.96 | 0.96 | 0.81 | 0.99 | 0.96 | 0.51 | 0.92 | | 208 | 0.93 | 0.96 | 0.58 | 1.00 | 0.61 | 0.95 | 0.98 | 0.95 | 0.79 | 1.00 | 1.00 | 0.44 | 0.90 | | 209 | 0.35 | 0.88 | 0.37 | 0.92 | 0.22 | 0.47 | 0.65 | 0.59 | 0.16 | 0.87 | 0.71 | 0.14 | 0.49 | | 210 | 0.54 | 0.93 | 0.18 | 0.96 | 0.24 | 0.38 | 0.66 | 0.58 | 0.32 | 0.85 | 0.82 | 0.15 | 0.66 | | 221 | 1.00 | 0.97 | 0.99 | 1.00 | 0.98 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 222 | 0.98 | 0.98 | 0.99 | 1.00 | 1.00 | 1.00 | 1.00 | 0.99 | 1.00 | 1.00 | 1.00 | 0.46 | 1.00 | | 223 | 1.00 | 0.95 | 0.93 | 1.00 | 1.00 | 1.00 | 1.00 | 0.96 | 0.98 | 0.98 | 0.99 | 0.45 | 0.96 | | 224 | 1.00 | 0.99 | 0.97 | 1.00 | 1.00 | 1.00 | 0.99 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 225 | 1.00 | 0.99 | 0.99 | 1.00 | 0.99 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 228 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 230 | 0.85 | 0.90 | 0.93 | 0.97 | 0.98 | 0.97 | 1.00 | 0.94 | 0.98 | 0.97 | 0.97 | 0.49 | 0.95 | | 231 | 1.00 | 0.99 | 0.98 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 0.97 | 0.51 | 1.00 | | 232 | 1.00 | 0.97 | 0.97 | 1.00 | 0.97 | 1.00 | 0.99 | 1.00 | 1.00 | 1.00 | 1.00 | 0.51 | 1.00 | | 233 | 1.00 | 1.00 | 1.00 | 1.00 | 0.94 | 1.00 | 1.00 | 0.98 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | | 236 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | | 237 | 0.98 | 0.98 | 0.97 | 1.00 | 0.99 | 1.00 | 0.99 | 1.00 | 0.99 | 1.00 | 1.00 | 0.46 | 1.00 | | 238 | 1.00 | 0.94 | 0.92 | 1.00 | 0.99 | 1.00 | 0.99 | 0.96 | 0.97 | 0.98 | 0.98 | 0.45 | 0.96 | | 239 | 0.50 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 1.00 | 0.98 | 0.98 | 0.98 | 0.98 | 0.94 | 0.98 | | 240 | 0.55 | 0.91 | 0.83 | 0.98 | 0.95 | 0.98 | 1.00 | 0.85 | 0.92 | 0.94 | 0.98 | 0.88 | 0.88 | | 241 | 1.00 | 1.00 | 0.98 | 1.00 | 0.94 | 1.00 | 1.00 | 0.98 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | | 246 | 0.50 | 0.98 | 0.97 | 0.98 | 0.98 | 0.98 | 1.00 | 0.98 | 0.98 | 0.98 | 0.95 | 0.94 | 0.98 | | 247 | 0.55 | 0.88 | 0.80 | 0.98 | 0.98 | 0.98 | 1.00 | 0.91 | 0.89 | 0.94 | 0.98 | 0.88 | 0.88 | | 248 | 0.03 | 0.72 | 0.00 | 0.87 | 0.00 | 0.02 | 0.00 | 0.37 | 0.05 | 0.64 | 0.48 | 0.02 | 0.09 | | 249 | 0.03 | 0.88 | 0.02 | 0.88 | 0.02 | 0.08 | 0.00 | 0.35 | 0.05 | 0.78 | 0.64 | 0.02 | 0.16 | | 250 | 0.02 | 0.56 | 0.00 | 0.62 | 0.00 | 0.11 | 0.00 | 0.06 | 0.03 | 0.73 | 0.20 | 0.00 | 0.25 | | 301 | 0.59 | 0.59 | 0.73 | 0.86 | 0.38 | 0.71 | 0.78 | 0.71 | 0.64 | 0.73 | 0.84 | 0.43 | 0.80 | | 302 | 0.43 | 0.32 | 0.35 | 0.73 | 0.59 | 0.71 | 0.71 | 0.41 | 0.04 | 0.73 | 0.74 | 0.40 | 0.76 | | 303 | 0.00 | 0.78 | 0.59 | 0.83 | 0.65 | 0.83 | 0.77 | 0.00 | 0.00 | 0.86 | 0.50 | 0.36 | 0.86 | | 304 | 0.83 | 0.86 | 0.84 | 0.95 | 0.74 | 0.95 | 0.94 | 0.77 | 0.72 | 0.94 | 0.91 | 0.52 | 0.96 |
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