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

Artificial Intelligence (AI) is transforming the analysis of narrative structures in literature, 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 an unprecedented scale. This study investigates AI's role in literary analysis, emphasizing its ability to explore narrative structures while addressing algorithmic bias, reductionism, and ethical considerations. Using case studies from Pride and Prejudice, 1984, and Great Expectations, it demonstrates AI's transformative potential and proposes strategies for integrating computational tools with traditional literary methodologies

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Publication Details

Journal
Global Journal of Human-Social Science
Published
2024-12-31
DOI
https://doi.org/10.34257/ljrhssvol24is16pg89
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
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article

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

Ms. Vindya. K
Global Journal of Human-Social Science
Topic Modeling
article

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

Ms. Vindya. K
article en

Abstract

Artificial Intelligence (AI) is transforming the analysis of narrative structures in literature, 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 an unprecedented scale. This study investigates AI's role in literary analysis, emphasizing its ability to explore narrative structures while addressing algorithmic bias, reductionism, and ethical considerations. Using case studies from Pride and Prejudice, 1984, and Great Expectations, it demonstrates AI's transformative potential and proposes strategies for integrating computational tools with traditional literary methodologies

Global Journal of Human-Social Science
Openalex Percentile: Top 76%
Topic Modeling
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The Role of Artificial Intelligence in Analyzing Narrative Structures in English Novels — Ms. Vindya. K · Global Journal of Human-Social Science (2024) | TGRS Research Map | TGRS