IEEE Consumer Electronics Magazine - March/April 2023 - 80

Special Section on Security, Trust and Services for AI-Empowered Sensing in the Next Generation IoT
TABLE 1. Functional operation test situation of intelligent sports predictive analysis system.
OPERAtion
RL
IC
DS
DC
AP
MIN-RT(s)
0.18
0.21
0.13
0.24
0.28
AVE-RT(s)
3.14
3.06
2.34
4.32
2.54
MAX-RT(s)
11.23
10.65
13.54
14.56
13.87
Missing
23.45
19.87
26.38
21.54
28.76
Classification
78.64
83.43
69.83
74.37
66.93
Processing
67.98
74.36
61.24
71.16
58.43
TABLE 2. Classification and prediction accuracy of the intelligent sports prediction system.
Items
Index
A
B
Actual
18.7
19.5
Classification test
Simulation
17
18
Accuracy
92.2
93.8
Actual
24.3
22.6
Prediction test
Simulation
22.5
23.3
Accuracy
78.8
89.6
FIGURE 2. Classification and prediction data simulation experiment test.
Functional Test of Intelligent Sports Predictive
Analysis System
The system performance test can be tested
by major operations such as registration and
login RL, information collection IC, data storage
DS, data classification DC, and analysis, and prediction
AP. The minimum response time Min-RT,
average response time Ave-RT, maximum response
time Max-RT, data missing degree, classification
efficiency, and processing efficiency of
the system test results are shown in Table 1.
During the system test, all the functional
operations of the intelligent sports predictive
analysis system passed the test smoothly, but
some problems that did not affect the realization
of the system function were discovered during
the test. This article found that there are eight
problematic operation steps. Based on this, this
80
article quickly modified these problematic modules
to meet the security and stability requirements
of the system.
Prediction Accuracy of Sports Information by
Intelligent Sports Prediction System
The main function of the intelligent sports
forecasting analysis system in this study is the
classification of sports information processing
and the forecasting and reporting of sports
events. The following is an example of the classification
and forecasting of two sports competitions.
The actual value of the competition of the
project and the data processing of the system the
obtained prediction values are used to analyze
the classification accuracy and prediction accuracy
of the intelligent sports prediction analysis
system, and the results are shown in Table 2.
IEEE Consumer Electronics Magazine

IEEE Consumer Electronics Magazine - March/April 2023

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