Matching Cybersecurity Ontologies on Internet of Everything through Coevolutionary Multiobjective Evolutionary Algorithm

Table 2

Comparison on OAEI’s testing cases in terms of f-measure.

OAEI’s bibliographic track
Testing case	AMLC	LogMap	LogMapLt	XMap	EA	NSGA-II	CE-MOEA
101	1.00	0.95	0.71	0.97	0.81	1.00	1.00
202	0.86	0.00	0.00	0.00	0.79	0.85	0.92
221	0.51	0.94	0.72	0.97	0.87	0.95	1.00
222	0.50	0.00	0.72	0.78	0.82	0.95	1.00
223	0.51	0.94	0.72	0.97	0.87	0.90	1.00
224	0.51	0.94	0.90	0.97	0.90	0.90	1.00
225	0.51	0.95	0.72	0.97	0.82	0.85	1.00
228	1.00	0.92	0.48	1.00	1.00	1.00	1.00
232	0.51	0.94	0.90	0.97	0.88	0.90	1.00
233	1.00	0.92	0.48	1.00	1.00	1.00	1.00
236	1.00	0.92	0.80	1.00	0.85	0.92	1.00
237	0.50	0.00	0.91	0.78	0.84	0.85	0.94
238	0.51	0.95	0.90	0.97	0.87	0.90	1.00
239	1.00	0.92	0.48	1.00	1.00	1.00	1.00
240	1.00	0.92	0.48	1.00	1.00	1.00	1.00
241	1.00	0.92	0.80	1.00	1.00	1.00	1.00
246	1.00	0.92	0.80	1.00	1.00	1.00	1.00
247	1.00	0.92	0.80	1.00	1.00	1.00	1.00
Average	0.77	0.78	0.68	0.91	0.91	0.94	0.99
OAEI’s conference track
cmt-conference	0.59	0.62	0.42	0.00	0.72	0.72	0.84
cmt-confOf	0.69	0.45	0.48	0.58	0.66	0.66	0.75
cmt-edas	0.83	0.73	0.67	0.72	0.68	0.72	0.88
cmt-ekaw	0.63	0.63	0.50	0.67	0.68	0.72	0.79
cmt-iasted	0.89	0.89	0.89	0.89	0.82	0.85	0.90
cmt-sigkdd	0.92	0.91	0.76	0.87	0.75	0.89	0.93
conference-confOf	0.87	0.79	0.72	0.75	0.78	0.83	0.90
conference-edas	0.69	0.73	0.62	0.71	0.73	0.73	0.79
conference-ekaw	0.75	0.53	0.42	0.59	0.70	0.74	0.82
conference-iasted	0.50	0.64	0.42	0.45	0.59	0.68	0.75
conference-sigkdd	0.79	0.79	0.64	0.69	0.75	0.75	0.80
confOf-edas	0.71	0.62	0.58	0.67	0.68	0.68	0.75
confOf-ekaw	0.86	0.80	0.61	0.78	0.82	0.82	0.88
confOf-iasted	0.57	0.62	0.62	0.52	0.58	0.60	0.75
confOf-sigkdd	0.92	0.83	0.73	0.67	0.80	0.85	0.92
edas-ekaw	0.59	0.62	0.50	0.62	0.66	0.62	0.72
edas-iasted	0.60	0.52	0.52	0.48	0.60	0.66	0.77
edas-sigkdd	0.80	0.61	0.61	0.64	0.75	0.72	0.82
ekaw-iasted	0.78	0.74	0.60	0.64	0.72	0.78	0.85
ekaw-sigkdd	0.76	0.74	0.74	0.70	0.73	0.76	0.81
iasted-sigkdd	0.84	0.85	0.73	0.76	0.76	0.82	0.88
Average	0.74	0.70	0.61	0.64	0.71	0.74	0.82