The Application of Artificial Intelligence Technology in Intellectual Property Protection and Its Impact on the Cultural Industry
and
Feb 03, 2025
About this article
Published Online: Feb 03, 2025
Received: Sep 07, 2024
Accepted: Dec 23, 2024
DOI: https://doi.org/10.2478/amns-2025-0005
Keywords
© 2025 Yifei Dong et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Clothing intellectual property protection index and weight
| Primary indicator | Secondary indicator | Weight |
|---|---|---|
| Judicial protection index | Legislative index | 12.33 |
| Judgment index | 10.94 | |
| Execution index | 6.73 | |
| Administrative index | Market access index | 16.75 |
| According to the administrative index of law | 11.28 | |
| Market supervision index | 6.97 | |
| Social protection index | Social environment index | 12.26 |
| Network environment index | 15.14 | |
| Human environmental index | 7.60 | |
| Total | 100 |
The test set is evaluated
| Cluster search width | Evaluation index | DP-MVGCN | CNN+LSTM | VGG16+LSTM |
|---|---|---|---|---|
| K=1.5 | Category description | 89.61 | 72.1 | 72.55 |
| Color description | 97.43 | 83.42 | 86.18 | |
| Material description | 89.45 | 71.73 | 77.98 | |
| Design feature description | 91.88 | 88.53 | 86.17 | |
| Cross validation | 99.05 | 90.45 | 91.3 | |
| K=3.0 | Category description, | 97.49 | 90.67 | 89.95 |
| Color description | 99.87 | 89.65 | 92.86 | |
| Material description | 95.29 | 83.26 | 85.55 | |
| Design feature description | 95.73 | 88.73 | 86.82 | |
| Cross validation | 99.55 | 91.74 | 90.15 |