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A neural network-based analysis of the expression of eco-ethical awareness of the trichotomy of nature, industry and society in Victorian English literature

Dan Wang

Dan Wang

Foreign Language School, Henan University of Animal Husbandry and EconomyZhengzhou, China
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Wang, Dan
  
Mar 19, 2025
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Published Online: Mar 19, 2025
Received: Oct 27, 2024
Accepted: Feb 04, 2025
DOI: https://doi.org/10.2478/amns-2025-0417
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© 2025 Dan Wang, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

SBERT people embedded model architecture
SBERT people embedded model architecture

Figure 2.

Based on Tranformer’s text seq2seq
Based on Tranformer’s text seq2seq

Figure 3.

Classification process of character and gender
Classification process of character and gender

Figure 4.

Cooccurrence distribution of Emily’s Wuthering Heights (1785-1848)
Cooccurrence distribution of Emily’s Wuthering Heights (1785-1848)

Figure 5.

Cooccurrence distribution of Bounderby in Dickens’s Hard Times (1695-1761)
Cooccurrence distribution of Bounderby in Dickens’s Hard Times (1695-1761)

Figure 6.

The relationship between standard deviation of active year and life span
The relationship between standard deviation of active year and life span

Figure 7.

Dickens’s “hard times” clustering results
Dickens’s “hard times” clustering results
Language:
English
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Life Sciences, Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics, Physics, other
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