A Study on Consumer Perceptions of Hanbok Using Big Data

This study analyzes big data using text-mining techniques to examine consumers' perceptions and preferences regarding Hanbok following the changes in Hanbok-wearing culture since the 2010s. Unstructured text data were collected using “Hanbok” as the primary keyword, and frequency analysis, TF-IDF analysis, degree centrality analysis, cluster analysis, and sentiment analysis were conducted. The results can be summarized as follows. First, a perceptual shift toward valuing experiential aspects of Hanbok is evident. Second, demand for Hanbok associated with ritual use has remained stable. Third, unlike in the past, overall perceptions of Hanbok are predominantly positive. Taken together, these findings suggest that Hanbok has evolved into cultural content grounded in experiential and aesthetic values as well as positive emotions, extending beyond its traditional image as standardized ritual attire.

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Publication Details

Journal
The Korean Society of Costume
Published
2025-12-31
DOI
https://doi.org/10.7233/jksc.2025.75.6.072
Primary Topic
Cultural and Historical Studies
Type
article
Field-Weighted Citation Impact
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article

A Study on Consumer Perceptions of Hanbok Using Big Data

Damin Kim
The Korean Society of Costume
Cultural and Historical Studies
article

A Study on Consumer Perceptions of Hanbok Using Big Data

Damin Kim
article en

Abstract

This study analyzes big data using text-mining techniques to examine consumers' perceptions and preferences regarding Hanbok following the changes in Hanbok-wearing culture since the 2010s. Unstructured text data were collected using “Hanbok” as the primary keyword, and frequency analysis, TF-IDF analysis, degree centrality analysis, cluster analysis, and sentiment analysis were conducted. The results can be summarized as follows. First, a perceptual shift toward valuing experiential aspects of Hanbok is evident. Second, demand for Hanbok associated with ritual use has remained stable. Third, unlike in the past, overall perceptions of Hanbok are predominantly positive. Taken together, these findings suggest that Hanbok has evolved into cultural content grounded in experiential and aesthetic values as well as positive emotions, extending beyond its traditional image as standardized ritual attire.

The Korean Society of CostumeVol. 75(6)
Openalex Percentile: Top 15%
Cultural and Historical Studies
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