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Differentiation Analysis and Classification of Chinese Language and Literature Features Based on Text Big Data

  
27 févr. 2025
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Figure 1.

Data flow diagram of real-time data flow access
Data flow diagram of real-time data flow access

Figure 2.

Representation of algorithm network
Representation of algorithm network

Figure 3.

Algorithm flow chart
Algorithm flow chart

Figure 4.

Accuracy analysis chart of text data based on different dimensions
Accuracy analysis chart of text data based on different dimensions

Figure 5.

Accuracy analysis of Chinese language by different technologies
Accuracy analysis of Chinese language by different technologies

Figure 6.

Conceptual analysis of Chinese language by different technologies
Conceptual analysis of Chinese language by different technologies

Figure 7.

Hierarchical analysis of Chinese language by text big data
Hierarchical analysis of Chinese language by text big data

Figure 8.

Bar chart of compatibility analysis of modern technology with Chinese language
Bar chart of compatibility analysis of modern technology with Chinese language

Figure 9.

Analysis of the application of different technologies to Chinese language in the era of big data
Analysis of the application of different technologies to Chinese language in the era of big data

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%