My Education
- Ph.D. in Statistics, Korea University, Seoul, Korea (2024)
- M.A. in Applied Statistics, Korea University, Seoul, Korea (2020)
- B.A. in Applied Statistics, Korea University, Seoul, Korea (2018)
Publications
- Kang Kyung Tae, Sung Jae Kim and CHO YONGBOK. (2025). GDP Nowcasting Using Real-Time Port Traffic Data. The Journal of Information Systems, 34(3), 51-77.
- Sungjae Kim, Jinsoo Park and CHO YONGBOK. (2025). A Study on Offline Channel Strategies of Banks Considering the Characteristics of Senior Customers: The Case of Busan Metropolitan City. Information Systems Review, 27(3), 425-439
- Kyungtae Kang, Sungjae Kim and CHO YONGBOK. (2025). Imbalanced Data Augmentation Based on Semi-Hard Example Mining for Financial Fraud Detection Systems. Information Systems Review, 27(3), 375-397
- Kim, S. J., & Cho, Y. (2025). Enhancing environmental monitoring of harmful algal blooms with ConvLSTM image prediction. Environmental Research Communications, 7(2), 025012
- Sung Jae Kim and Min Ho Ryu. (2024). Analysis of customer characteristics according to the bank’s new customer inflow channel. Information Society & Media, 25(2), 47-74
- Lee, S., Choi, B., Kim, S.J. et al. Relationship between freshwater harmful algal blooms and neurodegenerative disease incidence rates in South Korea. Environ Health 21, 116 (2022). https://doi.org/10.1186/s12940-022-00935-y
- [Dissertation] Comparison Research for Spatio-Temoporal Data Analysis: Methods, Applications, and Implications
- [Thesis] Statistical Method for cross-section time series model in gridded population
Research Experience
- [Apr.2025 - Oct,2025] Researcher, Datory Lab Research Project
- [Jan.2025 - Dec,2025] Researcher, Busan Coffee Industry Ecosystem; D Cluster Construction Project
- [Nov.2024 - Feb,2026] Researcher, Research on building a real-time alternative data lake to ensure the timeliness of official statistics and dynamic modeling based on a conditional adversarial generative network algorithm
- [Nov.2024 - Feb,2025] Researcher, A Study on Quantitative Methodologies for Assessing the Contribution of Digital Technologies to Carbon Neutrality
- [Nov.2024 - Jan,2025] Researcher, Research on Building Real-Time Alternative Data Lakes for Enhancing the Timeliness of Official Statistics and Dynamic Modeling Based on Conditional Generative Adversarial Networks (CGANs)
- [Jan.2020 - Feb,2022] Researcher, Development and use of improved model estimate method for enzyme reaction rate using Bayesian method
- [Jan.2020 - Feb,2022] Researcher, Construction and expansion of a stochastic diffusion model using micro information and dynamic survival functions
- [Nov.2018 - Feb,2020] Researcher, Big data platform and center construction project
- [Nov.2018 - Feb,2020] Researcher, Development and use of improved model estimate method for enzyme reaction rate using Bayesian method
Working Experience
- [Mar.2024 - Present] Research Professor, Department of Food Science and Nutrition, Pukyong National University
- [Mar.2024 - Present] Research Fellow, Institute of Global Finance, Dong-a University
- [Apr.2024 - Feb.2025] Research Professor, Department of Management Information Systems, Dong-a University
- [May.2022 - Aug.2023] Full Time, Data Scientist, Korea Real Estate Big Data Company (KMS)
- [Nov.2021 - Apr.2022] Full Time, Data Analyst, Genocore BS
- [Jun.2019 - Nov.2021] freelancer, Data Analyst, Korea Telecom (KT)