• 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, 156: 104682, 2024.

• 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.

• J. Kim, M. Cho, “Representational learning for process models” In Industrial Engineering and Management Science, Seoul, Korea, June 1-3, 2023. [in Korean]

• J. Kim, M. Cho, “Predictions on process performances based on GNN” In Asia Pacific Industrial Engineering & Management Systems 2022, Taichung, Taiwan, November 6-9, 2022.  

• K. Park, M. Cho, Y. Jang, S. Chung, M. Song, “Data-driven Customer Journey Analysis using Process Mining” In Asia Pacific Industrial Engineering & Management Systems 2022, Taichung, Taiwan, November 6-9, 2022.

• S. Kwak, J. Kim, S. Oh, M. Cho, "Development of the real-time false advertisement classification service using XAI" In Annual Spring Conference of KIPS, Seoul, Korea, May 19-21, 2022. [in Korean]

• N. Kwon, J. Kim, M. Cho, K. Park, "Learning analytics of Felder-Silverman based on process mining" In Industrial Engineering and Management Science, Seoul, Korea, June 1-4, 2022. [in Korean]

• J. Lee, J. Lee, Y. Lim, K. Park, M. Cho, "Automatic blind system for malicious comments on YouTube using Natural Language Processing" In HCI Korea 2022, Seoul, Korea, February 13-16, 2022. [in Korean]

• S. Choi, J. Kim, M. Cho, "Game recommendation systems using Word2Vec and KoBART" In Industrial Engineering and Management Science, Seoul, Korea, November 12, 2021. [in Korean]

• J. Lim, K. Kim, M. Cho, H. Baek, S. Kim, H. Hwang, S. Yoo, M. Song, “Deriving a sophisticated clinical pathway based on patient conditions from electronic health record data” In International Workshop on Process-Oriented Data Science for Healthcare (PODS4H 2020) held in conjunction with International Conference on Process Mining (ICPM) 2020, Padua, Italy, October 4-9, 2020.   

• M. Cho, M. Song, S.-R. Yeom, I.-J. Wang, B.-K. Choi, “Developing Process Performance Indicators for Emergency Room Processes” In Workshop on Process-Oriented Data Science for Healthcare (PODS4H 2019) held in conjunction with BPM 2019, Vienna, Austria, September 1-6, 2019.

• M. Cho, J. Lim, M. Song, S. Yoo, K. Kim, H. Baek, “Development of Clinical Pathways using Electronic Health Records” In The Korea Society of Medical Informatics (대한의료정보학회), Korea University College of Medicine, Seoul, Korea, July 11-12, 2019. [in Korean]

• G. Park, M. Cho, M. Song, J. Lee, “Logistics Data Warehouse를 활용한 반도체 물류 분석 방법” In Industrial Engineering and Management Science (대한산업공학회), Gwangju Kimdaejung Convention Center, April 10-13, 2019. [in Korean]

• J. Lim, W. Hwang, M. Cho, M. Song, S. Yoo, G. Kim, “정합률을 이용한 환자 진료 데이터 기반 CP 개발 방법론” In Industrial Engineering and Management Science (대한산업공학회), Gwangju Kimdaejung Convention Center, April 10-13, 2019. [in Korean]

• J. Lim, M. Song, M. Cho, S. Yoo, K. Kim, H. Baek, S. Kim, “의료 성과 분석을 이용한 환자특성별 CP 변이 도출 방법론” In Industrial Engineering and Management Science (대한산업공학회), Gyeongju Hotel Hyundai, Gyeongju, Korea, April 4-7, 2018. [in Korean]

• G. Park, M. Cho, M. Song, J. Lee, "반도체 공정에서의 수율 기반 최적 설비 경로 도출 방법 개발" In Industrial Engineering and Management Science (대한산업공학회), Gyeongju Hotel Hyundai, Gyeongju, Korea, April 4-7, 2018. [in Korean]

• M. Cho, M. Song, C. Müller, P. Fernandez, A. del-Río-Ortega, M. Resinas, A. Ruiz-Cortés, "A New Framework for Defining Realistic SLAs: An Evidence-Based Approach" In Business Process Management Forum, BPM 2017, Vol. 297 of Lecture Notes in Business Information Processing, Springer International Publishing, Barcelona, Spain, September 10-15, 2017.

• C. Müller, M. Cho, P. Fernandez, M. Song, M. Resinas, A. Ruiz-Cortés, “Devising an SLA-Aware Methodology to Improve Process Performance” In Jornadas de Ciencia e Ingeniería de Servicios, Spain, July 19-21, 2017.

• M. Cho, M. Song, D. Kim, K. Kim, C. Jung, K. Kim, “공공데이터를 활용한 고용보험 가입 예측 모델 개발” In Korea Bigdata Society (한국빅데이터학회), Yonsei University, Seoul, Korea, May 12, 2017.

• J. Lim, M. Cho, M. Song, D. Kim, M. Choi, S. Yoo, K. Kim, H. Baek, S. Kim, “Assessment of clinical pathways based on patients’ records: A case study” In Industrial Engineering and Management Science (대한산업공학회), Yeosu Expo Convention Center, Yeosu, Korea, April 26-29, 2017.

• M. Cho, M. Song, and S. Yoo, “Personal clinician scheduling using Discrete Event Simulation based on Process Mining.” In KORMS/KIIE/ESK/KSIE/KSS Joint Spring Conference, Jeju ICC, Jeju, Korea, April 13-16, 2016.

• H. Yi, M. Song, M. Cho, and D. Kim, “Impact of Business Process Re-engineering on Reorganization of Process.” In KORMS/KIIE/ESK/KSIE/KSS Joint Spring Conference, Jeju ICC, Jeju, Korea, April 13-16, 2016.

• M. Cho, M. Song, and S. Yoo, “A Method for Developing Clinical Pathway using Event Logs.” In KORMS/KIIE/ESK/KSIE/KSS Joint Spring Conference, Ramada Hotel, Jeju, Korea, April 8-11, 2015.

• H. Yang, M. Park, M. Cho, M. Song, and S. Kim, “A System Architecture for Manufacturing Process Analysis based on Big Data and Process Mining Techniques.” In IEEE International Conference on Big Data, pp.1024-1029, Washington D.C, USA, October 27-30, 2014.

• M. Cho, M. Song, S. Yoo, “Developing Clinical Pathway using Process Mining.”, In the 2014 Korea Bigdata Society Fall Conference, Kintex, Goyang, Korea, September 18, 2014.

• M. Cho, M. Song, S. Yoo, “A Systematic Methodology for Outpatient Process Analysis Based on Process Mining.” In Asia Pacific Business Process Management, Vol. 181 of Lecture Notes in Business Information Processing, pp.31-42, Springer International Publishing, Brisbane, Australia, July 3-4, 2014.

• Y. Shim, M. Cho, M. Song, S. Yoo, “Delta analysis for organizational environment using process mining: A case study.” In Industrial Engineering and Management Science, pp.425-430, Bexco, Busan, Korea, May 16-17, 2014.

• E. Kim, S. Kim, M. Cho, M. Song, S. Yoo, “Simulation of Optimal Number of Outpatient Payment KIOSK Estimation Using Process Mining”, Proceedings of the 2013 Korean Society of Medical Informatics Spring Conference, Asan Hospital, South Korea, June 13-14, 2013.

• M. Cho, M. Song, and S. Yoo. “Payment Process Analysis Based on Process Mining”, the 2013 Korea Intelligent Information System Society Spring Conference, Sogang University, Korea, June 1, 2013.

• M. Cho, M. Song, and S. Yoo, “Healthcare Process Simulation Based on Process Mining”, the 2013 Korean Institute of Industrial Engineers/ Korean Operations Research and Management Science Society Fall Co-conference, The Ocean Resort, Yeosu, Korea, May 24-25, 2013.

• M. Cho, S. Pyo, K. Lee, and M. Jung, “Forecasting Spot Price of Crude Oil using Three-Agent Model”, the 13rd Asia Pacific Industrial Engineering and Management Systems Conference, Patong Beach, Phuket, Thailand, December 2-5, 2012.

• S. Pyo, M. Cho, K. Lee, and M. Jung, “Interrelationship Analysis between Crude Oil Price and the World Economic Indices”, the 2012 Korean Institute of Industrial Engineers, Ansan, Korea, November 2, 2012.

• M. Cho, S. Pyo, and M. Jung, “Risk Analysis of Uncertainty in Pricing of Crude Oil”, Proceedings of 1st International Youth Conference , pp.41-49, Vladivostok, Russia, May 29-30, 2012.

• K. Lee, M. Cho, S. Pyo, and M. Jung, “Relationship Analysis between Oil Price and Equity Returns of Domestic Industry using a Regressing Model”, Proceedings of The 2012 IE/MS Joint Spring Conference, E1.4, pp.1-6, Gyeongju, Korea, May 10-11, 2012.

• K. Lee, M. Cho, and M. Jung, “Risk analysis of oil pricing in crude oil trading”, Proceedings of The 2011 KIIE Fall Conference, Seoul, Korea, A6.2, pp.1-5, November 5, 2011.

[2]   M. Cho and J. Lee, “APPARATUS AND METHOD FOR GENERATING PREDICTIVE INFORMATION ON DEVELOPMENT POSSIBILITY OF PROMISING TECHNOLOGY,” registered in Korea (10-2666388 (2024)). 

[1]   M. Song and M. Cho, “PROCESS SIMULATION MODEL DISCOVERY SYSTEM OF OUTPATIENT CONSULTATION AND PROCESS SIMULATION MODEL DISCOVERY METHOD,” registered in Korea (10-1601916 (2016)) and pending in the United States (20150317450 (2015)).

[8]   Gold-Prize Award, EdTech Data Analysis Competition, Korea Society for EdTech, 2023

[7]   BEST PAPER, Korea Society for Quality in Health Care, 2020

[6]   BEST PAPER, International Workshop on Process-Oriented Data Science for Healthcare (PODS4H 2020), October 5, 2020

[5]   BEST PAPER, the 2019 Korean Society of Medical Informatics Spring Conference, July 12, 2019

[4]   Third-Prize Award, Process Mining Case Competition, the 2015 Asia-Pacific Conference on Business Process Management, June 26, 2015

[3]   ACHIEVEMENT AWARD, Ulsan National Institute of Science and Technology, February 01, 2013

[2]   BEST PAPER, the 2013 Korean Society of Medical Informatics Spring Conference, June 14, 2013

[1]   BEST STUDENT PAPER, the 13rd Asia Pacific Industrial Engineering and Management Systems Conference, December 06, 2012