Differentiation Analysis and Classification of Chinese Language and Literature Features Based on Text Big Data
27 févr. 2025
À propos de cet article
Publié en ligne: 27 févr. 2025
Reçu: 03 oct. 2024
Accepté: 30 janv. 2025
DOI: https://doi.org/10.2478/amns-2025-0105
Mots clés
© 2025 Xuerui Zhang, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Detecting text big data tables based on text data of different dimensions
Training text data | Vector dimension | Accuracy rate (%) |
---|---|---|
80M | 50 | 88.2 |
80M | 100 | 94.1 |
80M | 300 | 98.4 |
Conceptual analysis of Chinese language by different technologies
Abstraction | Analysis of new nouns | Concept Reorganization and Alienation | |
---|---|---|---|
Text big data | 89% | 75% | 91% |
OCT technology | 60% | 80% | 76% |
Computer recognition technology | 40% | 68% | 70% |
Analysis of the application of different technologies to Chinese language in the era of big data
Carry forward the cultural spirit | Teaching application | Adapt to the social environment | Measure the level of development | |
---|---|---|---|---|
Text big data | 86% | 92% | 89% | 93% |
OCT technology | 71% | 75% | 57% | 67% |
Computer recognition technology | 68% | 77% | 64% | 55% |
Accuracy analysis of Chinese language by different technologies
Accuracy of time description | Accuracy of spatial description | Accuracy of thing description | |
---|---|---|---|
Text big data | 78% | 88% | 69% |
OCT technology | 65% | 76% | 56% |
Computer recognition technology | 55% | 57% | 45% |
Compatibility analysis table of modern technology to Chinese language
Integration of scientific vocabulary into environment | Scientific vocabulary melts into characters | Scientific vocabulary expresses feelings | Perceptual vocabulary replaces scientific vocabulary | |
---|---|---|---|---|
Text big data | 89% | 75% | 88% | 80% |
OCT technology | 56% | 76% | 67% | 62% |
Computer recognition technology | 45% | 65% | 46% | 44% |
Hierarchical analysis of Chinese language by text big data
Article type | Progressive type | Sequential formula | Parallel formula |
---|---|---|---|
Short story | 73% | 50% | 81% |
Novel | 89% | 74% | 79% |
Scientific and technical articles | 90% | 54% | 91% |