Bohyun Choi

Education

• M.S., Artificial Intelligence Convergence, Ewha Womans University, 2025.09-

• B.S., Data Science, Seoul Women’s University, 2025 (Summa Cum Laude)

Under review

• Omnichannel Strategy Development Framework: Analyzing Opinion Divergence via Integrated LLM and XAI
  Bohyun Choi, Yeonbin Son, and Yerim Choi*
  submitted to Scientific Reports (SCIE, JCR Q1)

• 한규림, 김현정, 박지윤, 김규리, 최보현, 성민영, 장채린, 조인호, 최예림*, "사회 시뮬레이션을 위한 LLM 기반 페르소나 에이전트의 외부 정보 실천 방식 비교" submitted to KCC2026.

• 고스트 마네킹 이미지를 생성하는 전자 장치, 이의 동작 방법과 기록매체
  최예림, 최보현
  국내특허, 10-2025-0118454, 2025.08.25

Publications

Journal paper

1. A VLM-based Framework for Evaluating Garment Consistency in AI-Generated Images Based on DeLong’s Theory
   Hyeryun Park, Bohyun Choi, and Yerim Choi*
   accpeted to Fashion and Textile (SCIE, JCR Q1)

2. (Invited) Enhancing Conversational Recommendation by Incorporating User Preferences on Intrinsic and Extrinsic Product Attributes
   Bohyun Choi, Gyulim Hahn, Jiyoun Park, and Yerim Choi*
   KIISE Transactions on Computing Practices (KCI), 2025.12

Conference paper

1. (Best paper award) A Description Paragraph-Image Matching Methodology for Product Detail Pages Considering Semantic Coherence and Visual Diversity of Overall Combinations
   Gyuri Kim, Bohyun Choi, and Yerim Choi*
   Korean Society of Digital Industry, 2026.04

2. HIVE: Human-in-the-Loop Framework for Explainable Recommender Systems with Veracity-Based Human Feedback
   Yeonbin Son, Bohyun Choi, Jiyoun Park, Yerim Choi, and Matthew Bolton*
   Conference on Information and Knowledge Management (CIKM), 2025.11

3. A Framework for E-Commerce Product Image Alignment Incorporating Visual Consistency and Expert-Driven Characteristics
   Jiyoun Park, Gyulim Hahn, Bohyun Choi, Minyoung Park, and Yerim Choi*
   Korean Institute of Industrial Engineers, 2025.11

4. An LLM-based Storytelling Generation Agent for Fashion Crowdfunding
   Bohyun Choi, Jiyoun Park, Yerim Choi, and Hyoseon Ahn*
   The Korean Society of Clothing and Textiles, 2025.10

5. (Best paper award) Enhancing Conversational Recommendation by Incorporating User Preferences on Intrinsic and Extrinsic Product Attributes
   Bohyun Choi, Gyulim Hahn, Jiyoun Park, and Yerim Choi*
   Korea Computer Congress (KCC), 2025.07

6.  (Best paper award) A Study on Extracting Storytelling Elements in Fashion Crowdfunding Using Generative Large Language Models
   Hyoseon Ahn, Bohyun Choi, Suji Kim, Hyeryeon Park, Seyoun Kim, Minjeong Park, and Yerim Choi*
   The Society of Fashion and Textile Industry, 2024.11

7. A Framework for Typifying Characteristics of Popular YouTube Channels through Feature-Customized Modeling
   Bohyun Choi, Goeun Kim, Miran Moon, Naye Park, Eunji Jeong, Kyuhyun Chae, and Yerim Choi*
   Korea HCI, 2024.01

Experiences

• AI Intern, Samsung Security, Seoul, Korea, 2023.12-2024.06

Invited Talks

• Data Engineering, Ewha Womans University, 2026.05.27

• Data Engineering, Ewha Womans University, 2026.04.17

• Data Engineering, Ewha Womans University, 2026.04.15

• Fashion Crowdfunding Storytelling Generation Using LLM, Pai Chai University, 2025.11.25

• Fashion Crowdfunding Storytelling Generation Using LLM, Ewha Womans University, 2025.11.19

• Introduction to AI and DS, Ewha Womans University, 2025.10.29

• Unstructured Data Analysis, Ewha Womans University, 2025.09.30

• Fashion Crowdfunding Storytelling Dashboard Using LLM, Pai Chai University, 2025.09.17

• Unstructured Data Analysis, Ewha Womans University, 2025.09.11

• DSOB, Seoul Women's University, 2025.04.30

• Exploration of the Data Science Major, Seoul Women's University, 2025.04.17

• Data Science Capstone Design II, Seoul Women's University, 2024.09.12

• Exploration of the Data Science Major, Seoul Women's University, 2024.05.30

Teaching

• Teacher Assistant

  • Data Engineering, Spring, 2026 

  • Unstructured Data Analysis, Fall, 2025

• Data Science Capstone Design II, Fall, 2024

• Python Programming, Spring, 2022