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

Table 2

Analysis summary for users.

Metrics	UIMS	FCNN-DM	DMFM	CDMM
Availability	0.66	0.76	0.88	0.924
Mining time (s)	2.34	2.015	1.78	1.39
Access time (s)	2.82	2.34	2.05	1.498
Failure rate	0.272	0.177	0.126	0.099
Sharing ratio	79.67	83.45	90.03	95.46

Inference: The proposed method maximizes the availability and sharing ratio by 10.49% and 11.54%, respectively. It reduces the mining time, access time, and failure rate by 1.068%, 12.57%, and 9.27%, respectively.