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and internal struggle, which leads to more complex and multifaceted character
representations.
In recent years, the development of artificial intelligence (AI) has introduced
new possibilities in literary studies. AI tools can analyze large volumes of text, identify
patterns, and provide insights into language use and thematic development. As
Bode (2018) notes, digital methods allow researchers to approach literature from new
perspectives, making it possible to combine qualitative interpretation with
quantitative analysis.
Therefore, this article aims to explore the image of the father in English and
Uzbek literature through a comparative lens, focusing on aesthetic and spiritual
interpretations, while also demonstrating the role of AI in enhancing literary analysis.

METHODS
This research adopts a qualitative comparative methodology supported by AI-
based textual analysis. The aim is to provide a deep and balanced understanding of
how the father figure is represented in two different literary traditions.
The study is based on selected texts from English and Uzbek literature that
clearly illustrate the role of the father figure. These texts were chosen based on their
cultural significance and thematic relevance. The analysis was conducted in two
main stages.
First, a close reading approach was applied. This method involves careful and
detailed examination of the text to identify themes, symbols, and character
development. As Eagleton (2008) suggests, close reading allows researchers to
uncover deeper meanings and ideological elements within literary works. Through
this process, the study analyzed how the father figure is described, how he interacts
with other characters, and what role he plays in the narrative.
Second, AI-assisted analysis was used to examine linguistic patterns and
thematic repetition. This included analyzing word frequency, emotional tone, and
key expressions associated with the father figure. According to Moretti (2013), digital
tools can reveal large-scale patterns that are difficult to detect through traditional
reading methods alone.

The analysis focused on three main dimensions:
• Aesthetic dimension – how the father figure is described in terms of
appearance, behavior, and narrative role
• Spiritual dimension – the moral and ethical values associated with the father
• Cultural dimension – how societal norms and traditions influence
representation
By combining traditional literary analysis with AI tools, the study aims to provide
a more comprehensive and reliable interpretation.

RESULTS
The findings of this study reveal both clear differences and important similarities
between English and Uzbek representations of the father figure.
Aesthetic Representation of the Father
In Uzbek literature, the father is often presented as a stable, strong, and
dignified character. His presence in the narrative is associated with order, discipline, 462
and respect. Descriptions of the father frequently emphasize his wisdom, patience,

III SHO‘BA:

Jahon adabiyoti tadqiqotlarida sun’iy intellekt yordamida badiiy matnlarni
tahlil qilish va interpretatsiya masalalari
https://www.asr-conference.com/