1. Cho, M., Kim, K., Lim, J., Baek, H., Kim, Hwang, H., Song, M., Yoo, S.,“Matching Rate-based Clinical Pathway Discovery from Electronic Health Records: The Cases of Total Laparoscopic Hysterectomy and Rotator Cuff TearsInternational Journal of Medical Informatics, 133:104015, DOI:10.1016/j.ijmedinf.2019.104015, January 2020.


  1. Park. G. Song, M., “Predicting Performances in Business processes using Deep Neural Networks” Decision Support Systems, accepted for publication 2019.
  2. Cho, M., Song, M., Yoo, S., Reijers, H. A., “An Evidence-based Decision Support Framework for Clinician Medical Scheduling IEEE Access, 7:15239-15249, 2019.
  3. 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, 20(3):455-463, 2019.
  4. Obreon, J., Song, M., Jung, J., “InfoFlow: Mining Information Flow Based on User Community in Social Networking Services IEEE Access, 7:48024-48036, 2019.


  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 approachPLOS ONE, 13(4): e0195901, 2018.


  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.


  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.           


  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.


  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 ApplicationsVol. 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 researchVol. 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.


  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.


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


  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.


  1. Rozinat, A., Mans, R. S., Song, M., van der Aalst, W. M. "Discovering simulation models." Information SystemsVol. 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 FrontiersVol. 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.


  1. Song, M., van der Aalst, W. M. "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, V. D. W., 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. "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 ManufacturingVol. 21, No. 1, pp. 19-32, 2008.


  1. van der Aalst, W. M., 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 SystemsVol. 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 EngineersVol. 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 IndustryVol. 58, No. 1, pp. 21-34, 2007.


  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 ManufacturingVol. 19, No. 6, pp. 546-558, 2006.


  1. van der Aalst, W. M., 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.


  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.


  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]