JOURNAL

2024

  1. Lee, S., Kim, H., Kim, B. I., Song, M., Lee, D., Ryu, H., "Site and Capacity Selection for On-Site Production Facilities in a Nationwide Hydrogen Supply Chain Deployment Plan", International Journal of Hydrogen Energy, Vol. 50, pp. 968-987, 2024.
  1. Lim, J., Song, M.,"A framework for understanding event abstraction problem solving: Current states of event abstraction studies.", Data & Knowledge Engineering, Vol. 154, pp. 102352, 2024.

2023

  1. Ryu, H., Lee, D., Shin, J., Song, M., Lee, S., Kim, H., & Kim, B. I., "A web-based decision support system (DSS) for hydrogen refueling station location and supply chain optimization", International Journal of Hydrogen Energy,,Vol. 48, pp. 36223-36239, 2023.
  1. Becker, J., Chasin, F., Rosemann, M., Beverungen, D., Priefer, J., Brocke, J. V., Matzner, M., del-Río-Ortega, A., Resinas, M., Santoro, F., Song, M., Park, K., Di Ciccio, C., "City 5.0: Citizen involvement in the design of future cities", Electron Markets Vol. 33, 10, 2023.
  1. Park, G., Song, M., "Optimizing Resource Allocation Based on Predictive Process Monitoring", IEEE Access, Vol. 11, pp. 38309-38323, 2023.
  1. Park, K., Cho, M., Song, M., Yoo, S., Baek, H., Kim, S., Kim, K.,"Exploring the potential of OMOP common data model for process mining in healthcare", PLOS ONE, Vol. 18, No. 1, pp. 1-24, 2023.

2022

  1. Park, K., Lim, J., Hwang, W., Park, J., Song, M., Kim, B., Park, J., Choi, D., "Ridesouring in manufacturing sites: a framework and case study", International Journal of Industrial Engineering, Vol. 29, No. 5, pp. 702-717, 2022.
  1. Ryu, H., Kim, B., Song, M., Kim, H., Lee, D., Lee, S., Shin, J., Yoo, Y., Kim, S., Lee, H., "Optimization of Hydrogen Refueling Stations Deployment and Supply Chain Networks: Current Status and Research Suggestions (수소자동차 충전소 및 공급망 배치 최적화: 현황 및 연구 제언)", Journal of the Korean Institute of Industrial Engineers (대한산업공학회지), Vol. 48, No. 2, pp. 211-226, 2022.
  1. Lim, J., Kim, K., Song, M., Yoo, S., Baek, H., Kim, S., Park, S., Jeong, W., "Assessment of the feasibility of developing a clinical pathway using a clinical order log", Journal of Biomedical Informatics, Vol. 128, 104038, 2022.
  1. Munoz-Gama, J., Martin, N., Fernandez-Llatas, C., Johnson, O., Sepúlveda, M., Helm, E., Galvez-Yanjari, V., Rojas, E., Martinez-Millana, A., Aloini, D., Amantea, I., Andrews, R., Arias, M., Beerepoot, I., Benevento, E., Burattin, A., Capurro, D., Carmona, J., Comuzzi, M., Dalmas, B., de la Fuente, R., Di Francescomarino, C., Di Ciccio, C., Gatta, R., Ghidini, C., Gonzalez-Lopez, F., Ibanez-Sanchez, G., Klasky, H., Prima Kurniati, A., Lu, X., Mannhardt, F., Mans, R., Marcos, M., Medeiros de Carvalho, R., Pegoraro, M., Poon, S., Pufahl, L., Reijers, H., Remy, S., Rinderle-Ma, S., Sacchi, L., Seoane, F., Song, M., Stefanini, A., Sulis, E., ter Hofstede, A., Toussaint, P., Traver, V., Valero-Ramon, Z., Weerd, I., van der Aalst, W., Vanwersch, R., Weske, M., Wynn, M. and Zerbato, F., "Process mining for healthcare: Characteristics and challenges", Journal of Biomedical Informatics, Vol. 127, 103994, 2022.

2021

  1. Lee, D., Song, M., "MEXchange: A Privacy-preserving Blockchain-based Framework for Health Information Exchange using Ring Signature and Stealth Address", IEEE Access, Vol. 9, pp. 158122-158139, 2021.
  1. Cho, M., Park, G., Song, M., Lee, J., Kum, E., “Quality-Aware Resource Model Discovery“, Applied Sciences, Vol. 21, No. 12, 5730, 2021.
  1. Cho, M., Park, G., Song, M., Lee, J., Lee, B., Kim, E., "Discovery of Resource-oriented Transition Systems for Yield Enhancement in Semiconductor Manufacturing." IEEE Transactions on Semiconductor Manufacturing, Vol. 34, No. 1, pp. 17-24, 2021.
  1. Cho, H., Ryu, H., Song, M., “Pass2vec: Analyzing Soccer Players’ Passing Style using Deep Learning”, International Journal of Sports Science & Coaching, Vol. 17, No. 2, pp. 355-365, 2021.

2020

  1. Park, S., Song, M., "A Process Perspective Event-log Analysis Method for Airport BHS (Baggage Handling System)." The Korean Journal of BigData, Vol. 5, No. 1, pp. 181-188, 2020.
  1. Cho, M., Song, M., Park, J., Yeom, S.-R., Wang, I.-J., Choi, B.-K., "Process Mining-Supported Emergency Room Process Performance Indicators." International Journal of Environmental Research and Public Health, Vol. 17, No. 17, 6290, 2020.
  1. Park, G., Song, M., "Predicting Performances in Business processes using Deep Neural Networks." Decision Support Systems,  Vol. 129, 113191, 2020.
  1. Cho, M., Kim, K., Lim, J., Baek, H., Kim, S., Hwang, H., Song, M., Yoo, S., "Developing data-driven clinical pathways using electronic health records: The cases of total laparoscopic hysterectomy and rotator cuff tears." International Journal of Medical Informatics, Vol. 133, 104015, 2020.
  1. Beverungen, D., Buijs, J.C.A.M., Becker, J., Di Ciccio, C., van der Aalst, W. M. P., Bartelheimer, C., vom Brocke, J., Comuzzi, M., Kraume, K., Leopold, H., Matzner, M., Mendling, J., Ogonek, N., Post, T., Resinas, M., Revoredo, J., del-Rio-Ortega, A., La Rosa, M., Santoro, F., Solti, A., Song, M., Stein, A., Stierle, M., Wolf, V., "Seven Paradoxes of Business Process Management in a Hyper-Connected World." Business & Information Systems Engineering, Vol. 63, pp. 145–156, 2020.

2019

  1. Cho, M., Song, M., Yoo, S., Reijers, H. A., "An Evidence-based Decision Support Framework for Clinician Medical Scheduling." IEEE Access, Vol. 7, pp. 15239-15249, 2019.
  1. Park, K., Kwahk, J., Han, S., Song, M., Choi D., Jang, H., Kim, D., Won, Y., Jeong, I., "Modelling the Intrusive Feelings of Advanced Driver Assistance Systems Based on Vehicle Activity Log Data: Case Study for the Lane Keeping Assistance System." International Journal of Automotive Technology, Vol. 20, No. 3, pp. 455-463, 2019.

  1. Obreon, J., Song, M., Jung, J., "InfoFlow: Mining Information Flow Based on User Community in Social Networking Services." IEEE Access, Vol. 7, pp. 48024-48036, 2019.

2018

  1. Baek, H., Cho, M., Kim, S., Hwang, H., Song, M., Yoo, S., "Analysis of length of hospital stay using electronic health records: A statistical and data mining approach." PLOS ONE, Vol. 13, No. 4, e0195901, 2018.

2017

  1. Cho, M., Song, M., Comuzzi, M., Yoo, S., "Evaluating the effect of best practices for business process redesign: An evidence-based approach based on process mining techniques." Decision Support Systems, Vol. 104, pp. 92-103, 2017.
         
  2. Cho, M., Kim, D., Song, M., Kim, G., Jung, C., Kim, K., "A Development on a Predictive Model for Buying Unemployment Insurance Program Based on Public Data." The Korean Journal of BigData, Vol. 2, No. 2, pp. 17-31, 2017.
         

2016

  1. Yahya, B. N., Song, M., Bae, H., Sul, S. O., Wu, J. Z., "Domain-driven Actionable Process Model Discovery." Computers & Industrial Engineering, Vol. 99, pp. 382-400, 2016.
         
  2. Yoo, S., Cho, M., Kim, E., Kim, S., Sim, Y., Yoo, D., Hwang, H., Song, M., "Assessment of hospital processes using a process mining technique: Outpatient process analysis at a tertiary hospital." International Journal of Medical Informatics, Vol. 88, pp. 34-43, 2016.
          
  3. Lee, Y., Yi, H., Song, M., Lee, S., Park, S., “Process analysis in Supply Chain Management with Process Mining: A Case Study.” The Korean Journal of BigData, Vol. 1, No. 2, pp. 65-78, 2016.
        
  4. Lee, Y., Song, M., Ha, S., Baek, T., Son. S., "Big data Cloud Service for Manufacturing Process Analysis." The Korean Journal of BigData, Vol. 1, No. 1, pp. 41-51, 2016.           

2015

  1. Cho, M., Song, M., Yoo, S., "A systematic methodology for outpatient process analysis based on process mining." International Journal of Industrial Engineering, Vol. 22, No. 4, pp. 480-493, 2015.
         
  2. Lee, J., Sung, S., Song, M., Choi, I., "A business process simulation framework incorporating the effects of organizational structure."International Journal of Industrial Engineering, Vol. 22, No. 4, pp. 454-466, 2015.
          
  3. Sutrisnowati, R. A., Bae, H., Song, M., "Bayesian network construction from event log for lateness analysis in port logistics." Computers & Industrial Engineering, Vol. 89, pp. 53-66, 2015.
        
  4. Yoo, S., Cho, M., Kim, S., Kim, E., Park, S., Kim, K., Hwang, H., Song, M., "Conformance analysis of clinical pathway using electronic health record data." Healthcare Informatics Research, Vol. 21, No. 3, pp. 161-166, 2015.
       
  5. Yang, H., Song, M., "Analyzing repair processes using process mining: A case study." Journal of the Korean Institute of Industrial Engineers, Vol. 41, No. 1, pp. 86-96, 2015.

2013

  1. Song, M., Yang, H., Siadat, S. H., Pechenizkiy, M., "A comparative study of dimensionality reduction techniques to enhance trace clustering performances." Expert Systems with Applications, Vol. 40, No. 9, pp. 3722-3737, 2013.
  1. Kim, E., Kim, S., Song, M., Kim, S., Yoo, D., Hwang, H., Yoo, S., "Discovery of outpatient care process of a tertiary university hospital using process mining." Healthcare informatics research, Vol. 19, No. 1, pp. 42-49, 2013.
  1. Jeon, D., Yahya, B. N., Bae, H., Song, M., Sul, S. O., Sutrisnowati, R. A., "Conceptual framework for container-handling process analytics." ICIC Express Letters Office, Vol. 7, No. 6. pp. 1919-1924, 2013.

2012

  1. Siadat, S. H., Song, M., "Understanding Requirement Engineering for Context-Aware System-Based Applications." Journal of Software Engineering and Applications, Vol. 5, No. 8, pp. 536-544, 2012.
  1. Lee, S., Ryu, K., Song, M., "Process improvement for PDM/PLM systems by using process mining." Korean CAD/CAM Journal, Vol. 17, No. 4, pp. 294-302, 2012.

2011

  1. van der Aalst, W. M. P., Schonenberg, M. H., Song, M., "Time prediction based on process mining." Information Systems, Vol. 36, No. 2, pp. 450-475, 2011.

2010

  1. Koschmider, A., Song, M., Reijers, H. A., "Social software for business process modeling: Design and user experiences." Journal of Information Technology, Vol. 25, No. 3, pp. 308-322, 2010.

2009

  1. Rozinat, A., Mans, R. S., Song, M., van der Aalst, W. M. P., "Discovering simulation models." Information Systems, Vol. 34, No. 3, pp. 305-327, 2009.
  1. Reijers, H. A., Song, M., Jeong, B., "Analysis of a collaborative workflow process with distributed actors." Information Systems Frontiers, Vol. 11, No. 3, pp. 307-322, 2009.
  1. Han, K. H., Kang, J. G., Song, M., "Two-stage process analysis using the process-based performance measurement framework and business process simulation." Expert Systems with Applications, Vol. 36, No. 3, pp. 7080-7086, 2009.

2008

  1. Song, M., van der Aalst, W. M. P., "Towards comprehensive support for organizational mining." Decision Support Systems, Vol. 46, No. 1, pp. 300-317, 2008.
  1. Song, M. S., Günther, C. W., Aalst, W. M. P., Jung, J. Y., "Improving process mining with trace clustering." Journal of the Korean Institute of Industrial Engineers, Vol. 34, No. 4, pp. 460-469, 2008. [in Korean]
  1. Song, M., Rozinat, A., Mans, R.S., van der Alast, W. M. P., "Discovering Process Models with Data from Event Logs." International Journal on Software Tools for Technology Transfer, Vol. 10, No. 1, pp. 57-74, 2008.
  1. Do, N., Choi, I. J., & Song, M., "Propagation of engineering changes to multiple product data views using history of product structure changes." International Journal of Computer Integrated Manufacturing, Vol. 21, No. 1, pp. 19-32, 2008.

2007

  1. van der Aalst, W. M. P., Reijers, H. A., Weijters, A. J., van Dongen, B. F., Alves de Medeiros, A. K., Song, M., Verbeek, H. M. W., "Business process mining: An industrial application." Information Systems, Vol. 32, No. 5, pp. 713-732, 2007.
  1. Choi, I., Song, M., Kim, K., Lee, Y., "Analysis of social relations among organizational units derived from process models and redesign of organization structure." Journal of the Korean Institute of Industrial Engineers, Vol. 33, No. 1, pp. 11-25, 2007. [in Korean]
  1. Jung, J., Choi, I., Song, M., "An integration architecture for knowledge management systems and business process management systems." Computers in Industry, Vol. 58, No. 1, pp. 21-34, 2007.

2006

  1. Choi, I., Suh, S. H., Kim, K., Song, M., Jang, M., Lee, B. E., "Development process and data management of TurnSTEP: a STEP-compliant CNC system for turning." International Journal of Computer Integrated Manufacturing, Vol. 19, No. 6, pp. 546-558, 2006.

2005

  1. van der Aalst, W. M. P., Reijers, H. A., Song, M., "Discovering social networks from event logs." Computer Supported Cooperative Work (CSCW), Vol. 14, No. 6, pp. 549-593, 2005.
  1. Jung, J., Song, M., Choi, I., "A Framework for Integration of Knowledge Management and Business Process Management." IE Interfaces, Vol. 18, No. 1, pp.52-62, 2005. [in Korean]
  1. Choi, I., Jeong, H., Song, M., Ryu, Y. U., "IPM-EPDL: an XML-based executable process definition language." Computers in Industry, Vol. 56, No. 1, pp. 85-104, 2005.

2004

  1. Song, M., Jung, J., Cha, J., Choi, I., "The Study on a Cooperative Education System for Logistics: the Case Study of International Program in Logistics Management Systems in Technology University of Eindhoven." Journal of the Korean Society of Supply Chain Management, Vol. 4, No. 1, pp. 11-22, 2004. [in Korean]
  1. Choi, I., Jung, J., Song, M., "An integrated framework for process knowledge management." International Journal of Innovation and Learning, Vol. 1, No. 4, pp. 399-408, 2004.

2003

  1. Choi, I., Song, M., Park, C., "Integrated process management: A new paradigm for the management of business processes." Journal of Korea Information Science Society, Vol. 21, No. 10, pp. 36-44, 2003.
       
  2. Choi, I., Song, M., Park, C., Park, N., "An XML-based process definition language for integrated process management." Computers in Industry, Vol. 50, No. 1, pp. 85-102, 2003. [in Korean]