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Research on the Intelligent Optimization Method of Digital Communication Path of Ice and Snow Sports and Cultural Elements

  
19 mar 2025

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Figure 1.

SIR model
SIR model

Figure 2.

The spreading event
The spreading event

Figure 3.

The immune event
The immune event

Figure 4.

Network opinion leader part of the network analysis chart
Network opinion leader part of the network analysis chart

Intermediate solution results

Frequency cutoff:2
Consistency cutoff:0.959805
Raw coverage Unique coverage Consistency
~SE*PE*EI*PU*IDW 0.318853 0.0343125 0.960207
SOE*EI*RE*PU*IDW 0.656437 0.384211 0.969875
~SE*SOE*PE*~RE*PU*IDW 0.248606 0.00627889 0.969376
Solution coverage:0.709325
Solution consistency:0.961517

Variable calibration score

Predependent variable SE SOE PE EI RE PU IDW IDB
95% quantile 5.00 5.00 5.00 5.00 5.00 5.00 5.00 5.00
50% quantile 4.00 4.00 4.00 4.00 4.00 4.00 4.00 3.73
5% quantile 2.65 3.00 2.65 3.00 3.00 3.00 2.65 2.45

The high-level information propagation behavior group state

Conditional variable The high-level information propagation behavior group state
C1 C2 C3
SE § §
SOE ¤ ¤
PE ¤ ¤
EI ¤ ¤
RE ¤ §
PU ¤ ¤
IDW ¤ ¤
Consistency 0.960207 0.969875 0.969376
Raw coverage 0.318853 0.656437 0.248606
Unique coverage 0.0343125 0.384211 0.00627889
Solution coverage 0.709325
Solution consistency 0.961517

Simple solution

Frequency cutoff:2
Consistency cutoff:0.959766
Raw coverage Unique coverage Consistency
PE*EI*IDW 0.685389 0.0485678 0.960036
SOE*RE*PU*IDW 0.673296 0.0127385 0.967285
SOE*PE*~EI 0.299208 0.00538869 0.918469
SOE*~EI*PU 0.329986 0.0120469 0.911687
SOE*~EI*IDW 0.327433 0.00863246 0.949568
SOE*PE*IDW 0.659246 0.00109605 0.970411
Solution coverag:0.795985
Solution consistency:0.920563

User culture elements propagate behavior

SE SOE PE EI RE PU IDW Number IDB Raw PRI
0 1 1 1 1 1 1 81 1 0.97889 0.96871
1 1 1 1 0 1 1 6 1 0.98035 0.89407
0 1 1 0 1 1 1 8 1 0.97864 0.88945
0 0 1 1 1 1 1 2 1 0.96754 0.7882
1 1 1 1 0 1 1 2 1 0.97151 0.78534
0 1 1 0 0 1 1 2 1 0.96961 0.75707
0 1 0 1 1 1 1 4 1 0.96443 0.73196
1 0 1 1 1 1 1 1 1 0.95976 0.72047

Network opinion leader network center analysis

Number Degree of degree Intermediate center Proximity center
Point of entry Point of point Point of entry Point of point
4 32 24 931.468 1.142 42.44
7 24 5 -0.002 1.155 0.458
14 39 27 1329.819 1.137 38.833
20 20 0 0.001 1.151 0.453
26 15 55 2250.844 1.142 48.665
30 20 40 1008.741 1.138 46.299
35 3 45 659.182 1.138 44.784
39 29 37 1100.43 1.142 44.601
40 38 10 735.769 1.141 37.694
44 55 2 -0.003 1.185 0.45
54 8 2 -0.002 1.166 0.456
53 39 60 3147.566 1.142 50.347
57 5 72 941.89 1.127 53.547
63 12 57 2071.452 1.137 48.028
79 32 15 552.177 1.14 37.89
110 39 7 573.175 1.145 34.487
117 4 70 1182.809 1.138 51.532
138 11 47 785.078 1.137 48.452
139 59 43 4782.496 1.143 47.198
149 15 45 1439.679 1.141 46.299
151 17 28 889.613 1.137 45.44
153 15 21 1055.204 1.138 38.695
167 37 27 2035.956 1.141 41.247
169 8 57 1146.632 1.136 46.694
172 10 42 758.193 1.134 45.341
174 -2 41 408.982 1.125 47.509
184 31 1 -0.001 1.148 0.451
186 32 17 440.521 1.144 38.157
188 19 60 1391.888 1.139 49.213
216 2 1 0 1.163 0.453
219 7 21 1415.074 1.134 39.249
225 8 3 -0.001 1.174 0.457

Network opinion leader structure hole analysis

17 46.047 0.84 0.074 0.084
28 53.354 0.846 0.068 0.114
34 41.913 0.855 0.086 0.116
42 42.488 0.819 0.077 0.056
54 56.297 0.815 0.064 0.079
57 63.758 0.874 0.059 0.108
66 55.359 0.878 0.064 0.089
108 32.498 0.812 0.098 0.069
115 60.213 0.885 0.059 0.097
139 56.614 0.821 0.062 0.069
145 37.105 0.825 0.089 0.118
166 41.555 0.829 0.08 0.064
168 50.587 0.887 0.076 0.16
172 40.458 0.827 0.086 0.092
176 34.011 0.81 0.093 0.056
190 53.275 0.832 0.07 0.11
215 26.833 0.892 0.113 0.103
219 26.047 0.892 0.112 0.112