Master Students
Ji Hyung Yoon 윤지형 (MS student since March 2022)
Master Major: Business AI Big Data Analytics
Undergraduate Major: International Service and Hospitality Management
Email: yoonjihyung22@yonsei.ac.kr
Research Area: Data Science, Deep Learning, Machine Learning, Recommendation System
Publications:
Evolution of deep learning-based sequential recommender systems: from current trends to new perspectives, Ji Hyung Yoon and Beakcheol Jang, IEEE Access, June 2023. (IF 2021: 3.476)
A comparison study of RNN, CNN, and GAN models in sequential recommendation, Ji Hyung Yoon, Jaewon Chung, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), August 2022. (KCI)
Soon Chan Kwon 권순찬 (MS student since March 2023)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Public Administration & Business
Email: elrnjs13@yonsei.ac.kr
Research Area: Natural Language Processing, Data Science, Deep Learning, Machine Learning
Publications:
Comparative study of user reactions in OTT service platforms using text mining, Soonchan Kwon, Jieun Kim, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), June 2024. (KCI)
Zero-shot Korean Sentiment Analysis with Large Language Models: Comparison with Pre-trained Language Models, Soonchan Kwon, Donghee Lee, and Beakcheol Jang, Journal of The Korea Society of Computer and Information (JKSCI), February 2024. (KCI)
Comparative study of keyword extraction models in biomedical domain, Donghee Lee, Soonchan Kwon, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), August 2023. (KCI)
Jae Heon Kim 김재헌 (MS student since March 2023)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Computer Science & Web Programming and Applications
Email: jhk774@yonsei.ac.kr
Research Area: Biomedical Data Science, Graph Neural Networks, Natural Language Processing
Publications:
Forecasting Epidemic Spread with Recurrent Graph Gate Fusion Transformers, Minkyoung Kim, Jae Heon Kim, and Beakcheol Jang, IEEE Journal of Biomedical and Health Informatics (JBHI), October 2024. (IF 2023: 6.7)
An Approach on Improving the Recommender System: Predicting Movie Genres Based on Plot Summaries, Gun Il Kim, Jae Heon Kim, Minkyoung Kim, Taekyoung Kwon, and Beakcheol Jang, International Conference on Artificial Intelligence in Information and Communication (ICAIIC), February 2024.
Optimizing Language Models through Dataset-Specific Post-Training: A Focus on Financial Sentiment Analysis, Hui Do Jung, Jae Heon Kim, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), February 2024. (KCI)
FinBERT fine-tuning for sentiment analysis: exploring the effectiveness of datasets and hyperparameters, Jae Heon Kim, Hui Do Jung, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), August 2023. (KCI)
Dong Hee Lee 이동희 (MS student since March 2023)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Business Administration & Industrial Engineering
Email: dlehdgml1031@yonsei.ac.kr
Research Area: Machine Learning, Deep Learning, Natural Language Processing
Publications:
Enhancing Machine-Generated Text Detection: Adversarial Fine-Tuning of Pre-Trained Language Models, Donghee Lee and Beakcheol Jang, IEEE Access, April 2024. (IF 2022: 3.9)
Zero-shot Korean Sentiment Analysis with Large Language Models: Comparison with Pre-trained Language Models, Soonchan Kwon, Donghee Lee, and Beakcheol Jang, Journal of The Korea Society of Computer and Information (JKSCI), February 2024. (KCI)
Comparative study of keyword extraction models in biomedical domain, Donghee Lee, Soonchan Kwon, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), August 2023. (KCI)
Hui Do Jung 정희도 (MS student since March 2023)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Mathematics & Big Data Analysis
Email: jhd11j@yonsei.ac.kr
Research Area: Natural Language Processing, Deep Learning
Publications:
Enhancing Financial Sentiment Analysis Ability of Language Model via Targeted Numerical Change-Related Masking, Hui Do Jung and Beakcheol Jang, IEEE Access, April 2024. (IF 2022: 3.9)
Optimizing Language Models through Dataset-Specific Post-Training: A Focus on Financial Sentiment Analysis, Hui Do Jung, Jae Heon Kim, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), February 2024. (KCI)
FinBERT fine-tuning for sentiment analysis: exploring the effectiveness of datasets and hyperparameters, Jae Heon Kim, Hui Do Jung, and Beakcheol Jang, Journal of Internet Computing and Services (JICS), August 2023. (KCI)
Byeong Su Kim 김병수 (MS student since March 2021)
Master Major: Artificial Intelligence
Undergraduate Major: Computer Science
Email: kbs23@yonsei.ac.kr
Research Area: Multi Modal, Large Language Model
Publications:
FTT: Fourier Transform based Transformer for Brain CT Report Generation, Jieun Kim, Byeong Su Kim, Insung Choi, Zepa Yang, and Beakcheol Jang, International Conference on Artificial Intelligence in Information and Communication (ICAIIC), February 2024.
Sung Soo Bae 배성수 (MS student since September 2022)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Civil and Environmental Engineering
Works at SK ecoplant
Email: kyo1200@sk.com
Research Area: Data Science, Deep Learning, Machine Learning
Se Yeon Park 박세연 (MS student since September 2023)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Business Administration & Convergence Software
Email: seyeon@yonsei.ac.kr
Research Area: Data Science, Natural Language Processing, Computer Vision
Sung A Hwang 황성아 (MS student since September 2023)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Information Statistics & Venture Studies
Email: sungahwang@yonsei.ac.kr
Research Area: Data Science, Natural Language Processing, Computer Vision
Sang Hak Park 박상학 (MS student since September 2023)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Information Architecture
Email: sean7067@yonsei.ac.kr
Research Area: Natural Language Processing, Data Science, Machine Learning
Su Jeong Hur 허수정 (MS student since March 2024)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Business Administration
Email: sujeong@yonsei.ac.kr
Research Area: Deep Learning, Natural Language Processing
Kyung Min Kwon 권경민 (MS student since March 2024)
Master Major: Business AI Big Data Analytics
Undergraduate Major: MIS
Email: km0228kr@yonsei.ac.kr
Research Area: Natural Language Processing, Data Science
Da Eun Ji 지다은 (MS student since March 2024)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Physics
Email: daeun09@yonsei.ac.kr
Research Area: Data Science, Natural Language Processing, Deep Learning
Jong Hyeon Choi 최종현 (MS student since March 2024)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Aerospace Engineering
Email: jh_choi@yonsei.ac.kr
Research Area: Natural Language Processing
Se Yeon Jeong 정세연 (MS student since September 2024)
Master Major: Business AI Big Data Analytics
Undergraduate Major: Computer Science
Email: seyeonjeong@yonsei.ac.kr
Research Area: Natural Language Processing