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Analysis of Innovative Applications of Intelligent Technology in Economic Management and its Decision Support Mechanisms

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17 mar 2025

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Figure 1.

Overall architecture of enterprise economic management system based on data mining
Overall architecture of enterprise economic management system based on data mining

Figure 2.

Information analysis and integration
Information analysis and integration

Figure 3.

General process of data mining
General process of data mining

Figure 4.

Budget management subsystem
Budget management subsystem

Figure 5.

Performance management subsystem architecture
Performance management subsystem architecture

Figure 6.

Cost management subsystem architecture
Cost management subsystem architecture

Figure 7.

Enterprise decision support subsystem operation mechanism
Enterprise decision support subsystem operation mechanism

Figure 8.

Change of operating income and net profit from 2009 to 2023
Change of operating income and net profit from 2009 to 2023

Figure 9.

Comparison of operation performance of the three algorithms
Comparison of operation performance of the three algorithms

Figure 10.

Correlation coefficient between economic indicators
Correlation coefficient between economic indicators

Figure 11.

Changes in the number of association rules for economic risk indicators
Changes in the number of association rules for economic risk indicators

Number of rules when support and confidence thresholds are different

Support threshold Confidence threshold Number of association rules
0.5 0.2 47
0.6 0.3 84
0.7 0.4 61
0.8 0.5 32
0.9 0.6 9

Definition of risk levels of economic indicators

Economic indicator Risk level 1 Risk level 2 Risk level 3 Risk level 4 Risk level 5
a >0.5 [0.1, 0.5] [-0.1, 0.1] [-0.5, -0.1] <-0.5
b >0.3 [0.1, 0.3] [-0.1, 0.1] [-0.3, -0.1] <-0.3
c >0.5 [0.1, 0.5] [-0.1, 0.1] [-0.5, -0.1] <-0.5
d >1.0 [0.5, 1.0] [-0.5, 1.5] [-1.0, -0.5] <-1.0
g >3.0 [2.0, 3.0] [1.0,2.0] [0.5, 1.0] [0.0, 0.5]
h >3.0 [2.0, 3.0] [1.0,2.0] [0.5, 1.0] [0.0, 0.5]
i [0, 0.3] [0.3, 0.5] [0.5, 0.7] [0.7, 0.9] [0.9, 1.0]
l >100% [50%, 100%] [30%, 50%] [5%, 30%] [0%, 5%]
m >100% [50%, 100%] [30%, 50%] [5%, 30%] [0%, 5%]
n >1.0 [0.4, 1.0] [0.1, 0.4] [0, 0.1] <0
o >0.5 [0.1, 0.5] [-0.1, 0.1] [-0.5, 0.1] <-0.5