The Role of Artificial Intelligence in Analyzing Narrative Structures in English Novels

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Research ID 80A1N

IntelliPaper

Abstract

Artificial Intelligence (AI) is revolutionizing the way narrative structures in literature are analyzed, offering computational methods that complement traditional approaches. By leveraging tools such as Natural Language Processing (NLP), sentiment analysis, and machine learning, AI enables researchers to uncover patterns, themes, and character relationships in English novels at a scale previously unattainable. This paper investigates the application of AI in literary studies, focusing on its ability to analyze narrative structures while addressing the challenges of algorithmic bias, reductionism, and ethical concerns. Using case studies from novels like Pride and Prejudice, 1984, and Great Expectations, this research demonstrates AI's transformative potential while proposing ways to overcome its limitations and integrate it with traditional literary methodologies.

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Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

Not applicable

Data Availability

The datasets used in this study are openly available at [repository link] and the source code is available on GitHub at [GitHub link].

Funding

This work did not receive any external funding.

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  • Classification

    LCC Code: PN3383.C58

  • Version of record

    v1.0

  • Issue date

    30 December 2024

  • Language

    en

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