Study on the Path of High Quality Enhancement of International Communication Effectiveness of Rural Revitalization Literature in the Age of Digital Intelligence
and
Sep 26, 2025
About this article
Published Online: Sep 26, 2025
Received: Feb 01, 2025
Accepted: May 11, 2025
DOI: https://doi.org/10.2478/amns-2025-1083
Keywords
© 2025 Yejin Lin et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.

Figure 2.

Necessity analysis results
| Condition | Result variable (ISE) | |
|---|---|---|
| Consistency | Coverage | |
| CT | 0.70822 | 0.72977 |
| Without CT | 0.54455 | 0.57754 |
| SM | 0.71305 | 0.75116 |
| Without SM | 0.57797 | 0.58478 |
| TN | 0.779 | 0.71846 |
| Without TN | 0.49132 | 0.57515 |
| WF | 0.78408 | 0.77033 |
| Without WF | 0.49516 | 0.53558 |
| ET | 0.75262 | 0.76595 |
| Without ET | 0.51143 | 0.54202 |
| NP | 0.69117 | 0.77548 |
| Without NP | 0.60102 | 0.59035 |
Truth table(partial)
| ISE | ||||||
|---|---|---|---|---|---|---|
| M1 | M2 | M3 | M4 | M5 | M6 | |
| CT | • | • | ||||
| SM | • | ● | ● | ● | ● | |
| TN | ● | ● | ● | • | ||
| WF | • | ● | ● | ● | ||
| ET | • | • | ● | ● | ● | |
| NP | • | ● | ● | • | ● | |
| Primary coverage | 0.485 | 0.501 | 0.468 | 0.478 | 0.495 | 0.415 |
| Net coverage | 0.013 | 0.015 | 0.025 | 0.032 | 0.028 | 0.013 |
| Consistency | 0.905 | 0.913 | 0.916 | 0.909 | 0.906 | 0.922 |
| Combination coverage | 0.642 | |||||
| Combination consistency | 0.859 | |||||
Data calibration results(partial)
| Number of cases | CT | SM | TN | WF | ET | NP | ISE |
|---|---|---|---|---|---|---|---|
| 1 | 0.73 | 0.11 | 0.19 | 0.77 | 0.35 | 0.50 | 0.23 |
| 2 | 0.52 | 0.26 | 0.38 | 0.35 | 0.27 | 0.24 | 0.26 |
| 3 | 0.72 | 0.34 | 0.16 | 0.21 | 0.23 | 0.26 | 0.19 |
| 4 | 0.72 | 0.40 | 0.68 | 0.77 | 0.78 | 0.72 | 0.43 |
| 5 | 0.94 | 0.83 | 0.38 | 0.51 | 0.65 | 0.43 | 0.37 |
| 6 | 0.23 | 0.26 | 0.47 | 0.94 | 0.95 | 0.85 | 0.43 |
| 7 | 0.02 | 0.23 | 0.39 | 0.07 | 0.03 | 0.12 | 0.04 |
| 8 | 0.15 | 0.05 | 0.18 | 0.18 | 0.06 | 0.10 | 0.07 |
| 9 | 0.09 | 0.33 | 0.36 | 0.15 | 0.09 | 0.13 | 0.06 |
| … | … | … | … | … | … | … | … |
| 556 | 0.18 | 0.28 | 0.04 | 0.21 | 0.10 | 0.08 | 0.01 |
Variable data calibration anchor
| CT | SM | TN | WF | ET | NP | ISE | |
|---|---|---|---|---|---|---|---|
| Completely non-membership point | 1.672 | 2.012 | 2.207 | 1.824 | 1.797 | 2.000 | 2.000 |
| Fuzzy membership | 4.000 | 4.314 | 4.169 | 3.816 | 3.800 | 4.000 | 3.802 |
| Full membership | 5.000 | 5.000 | 4.838 | 4.802 | 4.790 | 5.000 | 4.800 |
Indicator overall influence
| Di | Ci | Mi | Ri | |
|---|---|---|---|---|
| A1 | 4.506 | 4.269 | 8.775 | 0.237 |
| A2 | 4.421 | 4.190 | 8.611 | 0.231 |
| A3 | 3.528 | 3.518 | 7.046 | 0.01 |
| A4 | 4.314 | 3.807 | 8.121 | 0.507 |
| A5 | 4.212 | 4.168 | 8.38 | 0.044 |
| A6 | 2.762 | 4.079 | 6.841 | -1.317 |
| A7 | 4.210 | 3.204 | 7.414 | 1.006 |
| A8 | 4.057 | 3.728 | 7.785 | 0.329 |
| A9 | 2.047 | 2.753 | 4.8 | -0.706 |
| B1 | 3.446 | 3.805 | 7.251 | -0.359 |
| B2 | 3.414 | 2.796 | 6.21 | 0.618 |
| B3 | 3.365 | 3.632 | 6.997 | -0.267 |
| B4 | 3.123 | 3.028 | 6.151 | 0.095 |
| B5 | 3.563 | 3.462 | 7.025 | 0.101 |
| B6 | 3.528 | 2.743 | 6.271 | 0.785 |
| B7 | 3.554 | 3.505 | 7.059 | 0.049 |
| B8 | 3.346 | 3.593 | 6.939 | -0.247 |
| B9 | 3.026 | 3.074 | 6.1 | -0.048 |
| B10 | 3.282 | 3.420 | 6.702 | -0.138 |
Configuration analysis results
| ISE | ||||||
|---|---|---|---|---|---|---|
| M1 | M2 | M3 | M4 | M5 | M6 | |
| CT | • | • | ||||
| SM | • | ● | ● | ● | ● | |
| TN | ● | ● | ● | • | ||
| WF | • | ● | ● | ● | ||
| ET | • | • | ● | ● | ● | |
| NP | • | ● | ● | • | ● | |
| Primary coverage | 0.485 | 0.501 | 0.468 | 0.478 | 0.495 | 0.415 |
| Net coverage | 0.013 | 0.015 | 0.025 | 0.032 | 0.028 | 0.013 |
| Consistency | 0.905 | 0.913 | 0.916 | 0.909 | 0.906 | 0.922 |
| Combination coverage | 0.642 | |||||
| Combination consistency | 0.859 | |||||
