Analysis of Interior Design Trends in Domestic Interior Platform Using Topic Modeling - Focusing on ‘Hanssem Mall’ -

The COVID-19 pandemic has significantly increased the amount of time people have spent at home, leading to a heightened interest in interior design. It has also boosted purchases through online platforms. Consequently, furniture and interior design companies that previously focused on offline sales have started to shift their focus to the online market. However, analysis of the online market is still lacking in the interior design industry, which has traditionally been dominated by offline market sales. This study proposes utilizing LDA (Latent Dirichlet Allocation) topic modeling to identify interior design trends by space, based on customer post data from online platforms. To empirically validate this approach, data from Hanssem Mall, leading the interior design market in South Korea, was used to extract interior design trends for each space. Our findings reveal that product-related topics dominate discussions in living rooms, children’s rooms, studies, and balconies. In contrast, brand-related topics are more significant in kitchens. Design-related topics are most relevant for bedrooms, dressing rooms, bathrooms, and dining rooms, while size and specification-related topics are prominent for entrance areas. These insights provide richer information compared to traditional trend analysis that only utilized post titles, enabling more accurate and detailed trend analysis by space. This study provides valuable insights into consumer interest in online platforms through real-world data.

Authors

Publication Details

Journal
Korean Institute of Interior Design Journal
Published
2024-10-31
DOI
https://doi.org/10.14774/jkiid.2024.33.5.037
Primary Topic
Diverse Approaches in Healthcare and Education Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of Interior Design Trends in Domestic Interior Platform Using Topic Modeling - Focusing on ‘Hanssem Mall’ -

Yeseung Lee, HyeonJeong Ro
Korean Institute of Interior Design Journal
Diverse Approaches in Healthcare and Education Studies
article

Analysis of Interior Design Trends in Domestic Interior Platform Using Topic Modeling - Focusing on ‘Hanssem Mall’ -

Yeseung Lee, HyeonJeong Ro
article en

Abstract

The COVID-19 pandemic has significantly increased the amount of time people have spent at home, leading to a heightened interest in interior design. It has also boosted purchases through online platforms. Consequently, furniture and interior design companies that previously focused on offline sales have started to shift their focus to the online market. However, analysis of the online market is still lacking in the interior design industry, which has traditionally been dominated by offline market sales. This study proposes utilizing LDA (Latent Dirichlet Allocation) topic modeling to identify interior design trends by space, based on customer post data from online platforms. To empirically validate this approach, data from Hanssem Mall, leading the interior design market in South Korea, was used to extract interior design trends for each space. Our findings reveal that product-related topics dominate discussions in living rooms, children’s rooms, studies, and balconies. In contrast, brand-related topics are more significant in kitchens. Design-related topics are most relevant for bedrooms, dressing rooms, bathrooms, and dining rooms, while size and specification-related topics are prominent for entrance areas. These insights provide richer information compared to traditional trend analysis that only utilized post titles, enabling more accurate and detailed trend analysis by space. This study provides valuable insights into consumer interest in online platforms through real-world data.

Korean Institute of Interior Design JournalVol. 33(5)
Openalex Percentile: Top 69%
Diverse Approaches in Healthcare and Education Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Analysis of Interior Design Trends in Domestic Interior Platform Using Topic Modeling - Focusing on ‘Hanssem Mall’ - — Yeseung Lee, HyeonJeong Ro · Korean Institute of Interior Design Journal (2024) | TGRS Research Map | TGRS