Bohyun Choi

Education

• M.S., Artificial Intelligence Convergence, Ewha Womans University, 2025.08-

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

Under review

• (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

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

Publications

Conference paper

1. 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

2. 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

3. 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

4. (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

5.  (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

6. 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

• 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 Universitiy, 2025.04.30

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

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

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