Data Management and Service Mode of Library Based on Data Mining Algorithm

Table 1

Analysis summary for services.

Metrics	UIMS	FCNN-DM	DMFM	CDMM
Availability	0.66	0.76	0.84	0.942
Mining time (s)	2.328	2.15	1.86	1.48
Access time (s)	2.765	2.456	2.23	1.523
Failure rate	0.161	0.1296	0.0823	0.0634
Sharing ratio	79.45	86.66	92.44	96.34

Inference: The proposed method maximizes the availability and sharing ratio by 9.43% and 10.16%, respectively. It reduces the mining time, access time, and failure rate by 10.47%, 12.91%, and 6.09%, respectively.