Journals
G. Park, Y. Lee, M. Cho*, "Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs." Journal of Biomedical Informatics, 2024, Accepted.
H. Kim, G. Park, M. Cho*, "Unlocking learner engagement and performance: A multidimensional approach to mapping learners to learning cohorts." Education and Information Technologies, 2024, Accepted.
M. Cho, J. Kim, J. Kim, K. Park, “Integrating Business Analytics in Educational Decision-Making: A Multifaceted Approach to Enhance Learning Outcomes in EFL Contexts." Mathematics, 12(5), 620, 2024.
G. Park, M. Cho*, J. Lee, “Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review.” Expert Systems With Applications, 239: 122435, 2024.
T. Kim, H. Kim, M. Cho*, “Toward understanding learning patterns in an open online learning platform using process mining.” Journal of Intelligence and Information Systems, 29(2): 285-301, 2023.
K. Park, M. Cho, M. Song*, S. Yoo*, H. Baek, S. Kim, K. Kim, “Exploring the potential of OMOP common data model for process mining in healthcare.” PLOS ONE, 18(1): e0279641, 2023.
J. Lee, K. Park, M. Cho*, “Exploring the relationship between bias and user satisfaction in recommendation systems: A systematic literature review.” Journal of Digital Contents Society, 23(9): 1823-1832, 2022.
J.-Y. Kim, J.-E. Lee, J.-E. Lee, Y.-H. Lee, S. Lee, M. Cho*, “A Multi-Document Summarization System using Heuristic Clustering: The Case of Semiconductor Industry.” Journal of Digital Contents Society, 23(8): 1437-1445, 2022.
M. Cho, G. Park, M. Song*, J. Lee, E. Kim, “Quality-Aware Resource Model Discovery.” Applied Sciences, 11(12): 5730, 2021.
M. Cho, J. Lee, S.-H. Lee, S.-M. Lee*, “Survey of Current Status of Casting Industry in Korea.” Journal of Korea Foundry Society, 41(2): 144-152, 2021.
M. Cho, G. Park, M. Song*, J. Lee, B. Lee, E. Kim, “Discovery of Resource-oriented Transition Systems for Yield Enhancement in Semiconductor Manufacturing.” IEEE Transactions on Semiconductor Manufacturing, 34(1): 17-24, 2021.
M. Cho, M. Song*, J. Park, S.-R. Yeom, I.-J. Wang, B.-K. Choi, “Process Mining-Supported Emergency Room Process Performance Indicators.” International Journal of Environmental Research and Public Health, 17(17): 6290, 2020.
M. Cho†, K. Kim†, J. Lim, H. Baek, S. Kim, H. Hwang, M. Song*, S. Yoo*, “Developing Data-driven Clinical Pathways using Electronic Health Records: The Cases of Total Laparoscopic Hysterectomy and Rotator Cuff Tears.” International Journal of Medical Informatics, 133:104015, 2020 (†: equal contribution).
M. Cho, M. Song*, S. Yoo, H.A. Reijers “An Evidence-based Decision Support Framework for Clinician Medical Scheduling.” IEEE Access, 7:15239-15249, 2019.
H. Baek†, M. Cho†, S. Kim, H. Hwang, M. Song*, S. Yoo*, “Analysis of length of hospital stay using electronic health records: A statistical and data mining approach.” PLOS ONE, 13(4):e0195901, 2018 (†: equal contribution).
M. Cho, D. Kim, M. Song*, G. Kim, C. Jung, K. Kim, “A Development on a Predictive Model for Buying Unemployment Insurance Program Based on Public Data.” The Korean Journal of BigData, 2(2):17-31, 2017.
M. Cho, M. Song*, M. Comuzzi, S. Yoo, “Evaluating the effect of best practices for business process redesign: An evidence-based approach based on process mining techniques.” Decision Support Systems, 104:92-103, 2017.
S. Yoo, M. Cho, E. Kim, S. Kim, Y. Sim, D. Yoo, H. Hwang, M. Song*, “Assessment of Hospital Processes Using a Process Mining Technique: Outpatient Process Analysis at a Tertiary Hospital.” International Journal of Medical Informatics, 88:34-43, 2016.
M. Cho, M. Song*, S. Yoo, “A Systematic Methodology for Outpatient Process Analysis based on Process Mining.” International Journal of Industrial Engineering: Theory, Applications, and Practice, 22(4):480-493, 2015.
S. Yoo, M. Cho, S. Kim, E. Kim, S. Park, K. Kim, H. Hwang, M. Song*, “Conformance Analysis of Clinical Pathway Using Electronic Health Record Data.” Healthcare Informatics Research, 21(3):161-166, 2015.