Jih-young Oh, Ph.D. student
Ae-wha Park, Ph.D. student
Hana Moon Ph.D. (2018), "Assessing energy efficiency and the relationship with financial performance for energy-intensive firms in Korea".
Jin-Ah Yang Ph.D. (2020), "Demand forecasting of new products and services using mixed model: Focusing on reverse mortgage and alternative fuel vehicles in Korea".
Yu-jung Seo, M.S. (2025), "Generative AI Adoption in Manufacturing: The Roles of Technology, Environment, and Functional Context".
Jih-hee Seo, M.S. (2025), "Dynamic Pricing and Sales Decisions in Online-to-Offline Parking Platforms using Reinforcement Learning with Delayed Rewards".
Hee-ju Lee, M.S. (2024), "A multi-objective reinforcement learning approach for tourism route recommendation system"
Soojeong Park, M.S. (2024), "A study on changes in tourism issues after COVID-19 through news big data topic modeling analysis: In terms of tourism objects and tourism media"
Heesook Seo, M.S. (2023), "A study on purchase prediction models using machine learning: Focus on washing machine types"
Yeji Kim, M.S. (2023), "A study on the application of reinforcement learning in the path optimization problem of electric vehicles considering the charging waiting time"
Hee-sun Whang, M.S. (2022), "Does better missing data imputation improve prediction accuracy of time series data?".
Nahee Park M.S. (2021), "Multi-period, mullti-product inventory management model with budget constraints using modifeid Q-learning".
Jihun Kim M.S. (2021), "A study on the adjustment method of reinforcement learning agents in inventory management problems with action constraints".
Sunyoung Park M.S. (2021), "A study on measuring the level of inventory imbalance of Seoul's bike sharing system using Queueing theory".
Nalinh Thoummala M.S. (2021), "Deep learning based Newsvendor model in collaboration with Mote Carlo dropout for an inventory allocation problem".
Xia-Jiun Lau M.S. (2021), "Multi-item inventory control model with a budget constraint using Reinforcement learning".
Seo-In Baek M.S. (2021), "Two-stage contents preference model combined with Matrix factorization for movie recommendation".
Chunchao Wang M.S. (2020), "An empirical study about the effect of social capital on the intention of using sharing economy: Focusing on Chinese sharing bicycles and sharing cars".
Sujeong Chang M.S. (2020), "A study on the similarity between large text documents and hierarchical classification using SVM".
Chanmi Jeong M.S. (2020), "A study on the performance evaluation of machine learning for predicting the number of audiences".
Yoon-Ji Noh M.S. (2020), "Prediction of short-term power demand using LSTM-based top-down disassembly method".
Jin-Ah Whang M.S. (2019), "Selection of effective keywords for online search advertising using attribute-based clustering analysis".
Narae Cho M.S. (2018), "Centralized CO2 emissions allocation model using DEA".