Ph.D Students
Gun Il Kim 김건일 (PhD student since September 2021)
PhD Major: Business AI Big Data Analytics
Master Major: Business AI Big Data Analytics
Undergraduate Major: Degree in International Studies in Business and Economics
Email: kim_gunil_94@yonsei.ac.kr
Research Area: Natural Language Processing, Multi-modal AI, Graph Neural Networks
Publications:
1 paper was submitted to DSS.
1 paper was submitted to JBI.
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.
Classification of mathematical test questions using machine learning on datasets of learning management system questions, Gun Il Kim, Sungtae Kim and Beakcehol Jang, PLOS ONE, October 2023. (IF 2021: 3.752)
HSGA: A Hybrid LSTM-CNN Self-Guided Attention to predict the future diagnosis from discharge narratives, Gaspard Harerimana, Gun Il Kim, Jong Wook Kim, and Beakcheol Jang, IEEE Access, September 2023. (IF 2021: 3.476)
Petroleum price prediction with CNN-LSTM and CNN-GRU using Skip-Connection, Gun Il Kim and Beakcheol Jang, Mathematics, January 2023. (IF 2021: 2.592)
Deep similarity analysis and forecasting of actual outbreak of major infectious diseases using Internet-sourced data, Beakcheol Jang, Yeongha Kim, Gun Il Kim, and Jong Wook Kim, Elsevier Journal of Biomedical Informatics (JBI), September 2022. (IF 2021: 8.0, JCR IF Top 10%)
Jung Hwa Lee 이정화 (PhD student since September 2021)
PhD Major: Business AI Big Data Analytics
Master Major: Computer Science (Distributed Computing)
Undergraduate Major: Computer Engineering
Works at AI Lab of SK Telecom
Email: jhwa.lee@yonsei.ac.kr
Research Area: Deep Learning, Multi-modal AI, XAI
Publications:
Autoregressive Decoder with Extracted Gap Sessions for Sequential/Session-based Recommendation, Jaewon Chung, Jung Hwa Lee, and Beakcheol Jang, IEEE Access, July 2023.(IF 2021: 3.476)
Jin Seok Yang 양진석 (PhD student since March 2021)
PhD Major: AI-FinTech
Master Major: Business Administration
Undergraduate Major: Business Administration
Works at Fount Investment
Email: finengineer@yonsei.ac.kr
Research Area: Natural Language Processing, Information Retrieval, Alternative Data Analytics
Publications:
Heterogeneous macroeconomic factors' effects on stocks across sizes, styles, and sectors in the South Korean market, Chulyoung Cho, Jinseok Yang, and Beakcheol Jang, PLOS ONE, April 2024. (IF 2022: 3.7)
1 paper was submitted to FRL.
Chul Young Cho 조철영 (PhD student since March 2021)
PhD Major: AI-Fintech
Master Major: AI-FinTech
Undergraduate Major: Computer Engineering
Works at KOSCOM
Email: ccykoscom@gmail.com
Research Area: Deep Learning, XAI, Time Series Forecasting in Finance, BlockChain (Smart Contract)
Publications:
Heterogeneous macroeconomic factors' effects on stocks across sizes, styles, and sectors in the South Korean market, Chulyoung Cho, Jinseok Yang, and Beakcheol Jang, PLOS ONE, April 2024. (IF 2022: 3.7)
1 paper was submitted to FRL.
Chang Soo Kim 김창수 (PhD student since March 2022)
PhD Major: Strategic Management of Big Data Analytics
Master Major: Information Processing
Undergraduate Major: Computer Engineering
Works at CCmedia Service Co.,Ltd
Email: moon0529@yonsei.ac.kr
Research Area: Big Data, Deep Learning, Artificial Intelligence, Recommendation System
Chang Reung Park 박창릉 (PhD student since March 2023)
PhD Major: Business AI Big Data Analytics
Master Major: Control Instrumentation Engineering
Undergraduate Major: Control Instrumentation Engineering
Works at KIST
Email: crpark325@gmail.com
Research Area: Natural Language Processing (NLP), Big Data Platform
Publications:
COVID-19 outbreak prediction using Seq2Seq+Attention and Word2Vec Keyword time series data, Yeongha Kim, Chang-Reung Park, Jae-Pyoung and Beakcheol Jang, PLOS ONE, April 2023. (IF 2021: 3.752)
Yeon Kyung Kang 강연경 (PhD student since March 2023)
PhD Major: Strategic Management of Big Data Analytics
Master Major: Software Engineering
Undergraduate Major: Chemistry
Works at Korea Mouse Phenotyping Center
Email: whachozang@yonsei.ac.kr
Research Area: Biomedical Text Mining, Deep Learning, Computational Biology
Jin Hee Park 박진희 (PhD student since March 2023)
PhD Major: Strategic Management of Big Data Analytics
Master Major: Software Convergence
Undergraduate Major: Computer Science
Works at AI Video Analysis Research Team of XIILAB
Email: jpark0331@yonsei.ac.kr
Research Area: Big Data, Deep Learning, Generative AI
Woo Sung Jang 장우성 (PhD student since September 2022)
PhD Major: Integrative Medicine - Digital Healthcare
Master Major: Artificial Intelligence
Undergraduate Major: Mechanical Engineering
Works at CDO - AI BigData of LG Electronics
Email: jws19940212@gmail.com
Research Area: AI for Healthcare and Life Sciences
Jae Won Ahn 안제원 (PhD student since September 2023)
PhD Major: Integrative Medicine - Digital Healthcare
Master Major: Department of Intelligence and Convergence
Undergraduate Major: Mechanical Engineering
Works at CDO - AI Big Data of LG Electronics
Email: ahnjawon@naver.com
Research Area: NLP, Multi-Modal AI, AI for Healthcare
Sung Moon Ahn 안성문 (PhD student since September 2023)
PhD Major: Information Systems, Big Data Analytics
Master Major: Information Systems
Undergraduate Major: Economics
Works at Big Data Center of NH Investment & Securities
Email: sungmoon@nhqv.com
Research Area: Natural Language Processing, Large Language Modeling, Speech Recognition, Knowledge Graphs
Yo Han Lee 이요한 (PhD student since March 2024)
PhD Major: Business AI Big Data Analytics
Master Major: Mathematics
Undergraduate Major: Mathematics
Email: utopiamath@yonsei.ac.kr
Research Area: Big Data Analytics, Deep Learning