Research Article
Matching Cybersecurity Ontologies on Internet of Everything through Coevolutionary Multiobjective Evolutionary Algorithm
Table 4
T-test on alignment’s quality.
| | OAEI’s bibliographic track | | Testing case | (EA, CE-MOEA) | (NSGA-II, CE-MOEA) | | T value (p value) | T value (p value) |
| | 101 | −73.5866 (0.0000) | 0.0000 (0.5000) | | 202 | −19.7484 (0.0012) | −13.5554 (0.0027) | | 221 | −31.8433 (0.0004) | −12.2474 (0.0033) | | 222 | −44.0908 (0.0002) | −19.3649 (0.0013) | | 223 | −50.3487 (0.0001) | −24.4949 (0.0008) | | 224 | −38.7298 (0.0003) | −24.4949 (0.0008) | | 225 | −44.0908 (0.0002) | −58.0947 (0.0001) | | 228 | 0.0000 (0.5000) | 0.0000 (0.5000) | | 232 | −46.4758 (0.0002) | −38.7298 (0.0003) | | 233 | 0.0000 (0.5000) | 0.0000 (0.5000) | | 236 | −25.9807 (0.0007) | −19.59592 (0.0012) | | 237 | −24.4948 (0.0008) | −15.5884 (0.0020) | | 238 | −22.5166 (0.0009) | −38.7298 (0.0003) | | 239 | 0.0000 (0.5000) | 0.0000 (0.5000) | | 240 | 0.0000 (0.5000) | 0.0000 (0.5000) | | 241 | 0.0000 (0.5000) | 0.0000 (0.5000) | | 246 | 0.0000 (0.5000) | 0.0000 (0.5000) | | 247 | 0.0000 (0.5000) | 0.0000 (0.5000) |
| | OAEI’s conference track | | cmt-conference | −23.2379 (0.0009) | −23.2379 (0.0009) | | cmt-confOf | −15.5884 (0.0020) | −22.0454 (0.0010) | | cmt-edas | −48.9897 (0.0002) | −61.9677 (0.0001) | | cmt-ekaw | −21.3014 (0.0010) | −17.1464 (0.0016) | | cmt-iasted | −19.5959 (0.0012) | −12.2474 (0.0033) | | cmt-sigkdd | −44.0908 (0.0002) | −15.4919 (0.0020) | | conference-confOf | −29.3938 (0.0005) | −17.1464 (0.0016) | | conference-edas | −9.1146 (0.0059) | −11.6189 (0.0036) | | conference-ekaw | −29.3938 (0.0005) | −30.9838 (0.0005) | | conference-iasted | −27.7128 (0.0006) | −27.1108 (0.0006) | | conference-sigkdd | −8.6602 (0.0065) | −19.3649 (0.0013) | | confOf-edas | −17.1464 (0.0016) | −27.1108 (0.0006) | | confOf-ekaw | −14.6969 (0.0023) | −14.6969 (0.0023) | | confOf-iasted | −29.4448 (0.0005) | −58.0947 (0.0001) | | confOf-sigkdd | −46.4758 (0.0002) | −27.1108 (0.0006) | | edas-ekaw | −9.1146 (0.0059) | −15.1910 (0.0021) | | edas-iasted | −41.6413 (0.0002) | −26.94 (0.0006) | | edas-sigkdd | −10.6337 (0.0043) | −15.1910 (0.0021) | | ekaw-iasted | −50.3487 (0.0001) | −17.1464 (0.0016) | | ekaw-sigkdd | −15.4919 (0.0020) | −12.2474 (0.0033) | | iasted-sigkdd | −46.4758 (0.0002) | −23.2379 (0.0009) |
| | Cybersecurity ontology matching tasks | | NAO-NAM | −19.3649 (0.0013) | −5.8094 (0.0141) | | SDOSRA-EOSR | −12.2474 (0.0033) | −22.0454 (0.0010) | | OCSCC-OCC | −4.8989 (0.0196) | −9.7979 (0.0051) | | SOMA-SOMAP | −13.5554 (0.0027) | −12.2474 (0.0033) | | CSP-CO | −15.4919 (0.0020) | −11.6189 (0.0036) |
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