Sean D. Moore. <i>Slavery and the Making of Early American Libraries: British Literature, Political Thought, and the Transatlantic Book Trade, 1731–1814</i>.

Smith, Steven C.

doi:10.1093/ahr/rhac398

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“…Of course, the more emotionally rich a literary work is, the more the reader's reading ability can be fully realized. Professor Solomon also emphasized in his book "Literary Works and Emotional Education" that the essence of literature lies in communicating emotions [1][2][3]. And literature is the treasure trove of human emotions.…”

Section: Introductionmentioning

confidence: 99%

Multi-featured Emotional Expressions in English and American Literature - Based on the Application of Thinking Operations Modeling

Cui

2024

Applied Mathematics and Nonlinear Sciences

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Emotional analysis of English and American literary works constitutes a significant facet of literary scholarship. This study employs a cognitive operation model for analyzing emotional expressions in English and American literature, constructing a multi-featured method for emotion recognition and analysis, which serves as the principal analytical tool of the cognitive operation model. The research involves collecting and processing textual data from English and American literary works, followed by the application of the Senti-BERT model for vectorized representation. Subsequently, a bidirectional Long Short-Term Memory (LSTM) network is used to extract emotional vectors. Furthermore, a softmax function equipped with a multi-attention mechanism facilitates the classification and recognition of emotions. The efficacy of this model was evaluated using a pertinent dataset, with four literary works selected for empirical analysis. Results indicate that the predominant emotional tone across these works is negative. Specifically, the emotion of “anger” in Charles Dickens’s “Bleak House” was predominantly observed in chapters 0-2200, with an emotion value ranging between 20-30. This study provides a robust methodological framework for dissecting the complex emotional expressions in English and American literary texts, thereby enhancing readers’ comprehension of the nuanced meanings embedded within these works.

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Section: Introductionmentioning

confidence: 99%

Multi-featured Emotional Expressions in English and American Literature - Based on the Application of Thinking Operations Modeling

Cui

2024

Applied Mathematics and Nonlinear Sciences

View full text Add to dashboard Cite

show abstract

Sean D. Moore. Slavery and the Making of Early American Libraries: British Literature, Political Thought, and the Transatlantic Book Trade, 1731–1814.

Cited by 1 publication

References 0 publications

Multi-featured Emotional Expressions in English and American Literature - Based on the Application of Thinking Operations Modeling

Multi-featured Emotional Expressions in English and American Literature - Based on the Application of Thinking Operations Modeling

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