구성원
교수
professor
POSTECH 융합대학원 소셜데이터사이언스전공
professor
송민석 석좌교수
비즈니스 애널리틱스, 데이터/프로세스 마이닝, 정보시스템 응용
TEL
054-279-2376
mssong@postech.ac.kr
연구분야
비즈니스 애널리틱스, 데이터/프로세스 마이닝, 정보시스템 응용
연구논문
1.CHO, H; RYU, HY; SONG, M, "Pass2vec: Analyzing soccer players’ passing style using deep learning" ,Internatio nal Journal of Sports Science and Coaching, vol.17,355 -365 (2022).
2.Munoz-Gama, Jorge; Martin, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, Marcos; Helm, Emmanuel; Galvez-Yanjari, Victor; Rojas, Eric; Martinez-Millana, Antonio; Aloini, Davide; Amantea, "Process mining fo r healthcare: Characteristics and challenges" ,Journal of Biomedical Informatics, vol.127, - (2022).
3.Lim, Jungeun; Kim, Kidong; Song, Minseok; Yoo, Sooyoung; Baek, Hyunyoung; Kim, Seok; Park, Somin; Jeong, Woo-Jin, "Assessment of the feasibility of developing a clinical pathway using a clinical order log" ,Journal of Bi omedical Informatics, vol.128, - (2022).
4.Cho, M; Park, G; Song, M; Lee, J; Kum, E, "Quality-Aware Resource Model Discovery" ,APPLIED SCIENCES-BASEL, vol.11, - (2021).
5.Beverungen, D; Buijs, JCAM; Becker, J; Di Ciccio, C; van der Aalst, WMP; Bartelheimer, C; vom Brocke, J; Comuzzi, M; Kraume, K; Leopold, H; Matzner, M; Mendling, J; Ogonek, N; Post, T; Resinas, M; Rev, "Seven Paradoxes of Business Process Management in a Hyper-Connected World" ,BUSINESS & INFORMATION SYSTEMS ENGINEERING, vol.63,145 -156 (2021).
6.Lee, D.; Song, Minseok, "MEXchange: A Privacy-preserving Blockchain-based Framework for Health Information Exchange using Ring Signature and Stealth Address" ,IEEE Access, vol.9,158122 -158139 (2021).
7.Cho, M.; Park, G.; Song, M.; Lee, J.; Lee, B.; Kum, E., "Discovery of Resource-Oriented Transition Systems for Yield Enhancement in Semiconductor Manufacturing" ,IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, vol.34,17 -24 (2021).
8.Lim, J.; Kim, K.; Cho, M.; Baek, H.; Kim, S.; Hwang, H.; Yoo, S.; Song, M., "Deriving a Sophisticated Clinical Pathway Based on Patient Conditions from Electronic Health Record Data" ,Lecture Notes in Business Information Processing, vol.406 LNBIP,356 -367 (2021).
9.Park G.; Song M., "Predicting performances in business processes using deep neural networks" ,DECISION SUPPORT SYSTEMS, vol.129, - (2020).
10.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, - (2020).
11.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.17,1 -20 (2020).
12.Ryu, D; Kim, RH; Choi, SH; Kim, KJ; Ko, YM; Kim, YJ; Song, M; Choi, DG, "Utilizing Electricity Consumption Data to Assess the Noise Discomfort Caused by Electrical Appliances between Neighbors: A Case Study of a Campus Apartment
Building" ,Sustainability, vol.12, - (2020).
13.Cho, M; Song, M; Yoo, S; Reijers, HA, "An Evidence-Based Decision Support Framework for Clinician Medical Scheduling" ,IEEE ACCESS, vol.7,15239 -15249 (2019).
14.Obregon, J.; Song, M.; Jung, J.-Y., "InfoFlow: Mining Information Flow Based on User Community in Social Networking Services" ,IEEE ACCESS, vol.7,48024 -48036 (2019).
15.PARK, K; KWAHK, J; HAN, SH; SONG, M; CHOI, DG; JANG, H; KIM, D; WON, YD; JEONG, IS, "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.20,455 -463 (2019).
16.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, - (2018).
17.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.104,92 -103 (2017).
18.Cho, M.; Song, M.; M?ller, C.; Fernandez, P.; del-R?o-Ortega, A.; Resinas, M.; Ruiz-Cort?s, A., "A new framework for defining realistic SLAs: An evidence-based approach" ,Lecture Notes in Business Information Processing, vol.297,19-35 (2017).
19., "Domain-driven actionable process model discovery" ,COMPUTERS & INDUSTRIAL ENGINEERING, vol.99,382 -400 (20 16).
20.Sooyoung Yoo, Minsu Cho, Eunhye Kim, Seok Kim, Yerim Sim, Donghyun Yoo, Hee Hwang, Minseok Song, "Assessment of hospital processes using a process mining technique: Outpatient process analysis at a tertiary hospital" ,International Journal of Medical Informatics, vol.88,34 -43 (2016).
21., "Bayesian network construction from event log for lateness analysis in port logistics" ,COMPUTERS & INDUSTRIAL ENGINEERING, vol.89,53 -66 (2015).
22.Lee, J; Sung, S; Song, M; Choi, I, "A BUSINESS PROCESS SIMULATION FRAMEWORK INCORPORATING THE EFFECTS OF ORGANIZATIONAL STRUCTURE" ,INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, vol.22,454 -466 (2015).
23., "A systematic methodology for outpatient process analysis based on process mining" ,International Journal of Industrial Engineering, vol.22,480 -493 (2015).
24.박신념,송민석, "공항 수하물 처리 시스템 이벤트 로그의 프로세스 관점 분석 방안 연구" ,한국빅데이터학회 학회지, vol.5,181 -188 (2020).
25.박규동,곽지영,한성호,송민석,최동구,장혜지,김도현, "차선 유지 보조 시스템으로 인해 발생하는이질감의 계측에 대한 연구" ,대한인간공학회지, vol.37,459 -473 (2018).
26.SONG, M,김도현,김광용,정충식,김기대,조민수, "A Development on a Predictive Model for Buying Unemployment Insurance Program Based on Public Data" ,The Korean Journal of BigData, vol.2,17 -31 (2017).
27.송민석,이용혁,하승진,백태현,손숙영, "Big data Cloud Service for Manufacturing Process Analysis" ,The Korean Journal of BigData, vol.1,41 -51 (2016).
28.송민석,이용혁,이호정,이상진,박세라, "Process analysis in Supply Chain Management with Process Mining: A Case Study" ,The Korean Journal of BigData, vol.1,65 -78 (2016).
29.송민석,유수영,조민수,김석,김은혜,박소민,김기동,황희, "Conformance analysis of clinical pathway using electroni c health record data" ,Healthcare Informatics Research, vol.21,161 -166 (2015).
30.송민석,양한나, "Analyzing Repair Processes Using Process Mining : A Case Study" ,Journal of the Korean Institute of Industrial Engineers, vol.41,86 -96 (2015).
2.Munoz-Gama, Jorge; Martin, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, Marcos; Helm, Emmanuel; Galvez-Yanjari, Victor; Rojas, Eric; Martinez-Millana, Antonio; Aloini, Davide; Amantea, "Process mining fo r healthcare: Characteristics and challenges" ,Journal of Biomedical Informatics, vol.127, - (2022).
3.Lim, Jungeun; Kim, Kidong; Song, Minseok; Yoo, Sooyoung; Baek, Hyunyoung; Kim, Seok; Park, Somin; Jeong, Woo-Jin, "Assessment of the feasibility of developing a clinical pathway using a clinical order log" ,Journal of Bi omedical Informatics, vol.128, - (2022).
4.Cho, M; Park, G; Song, M; Lee, J; Kum, E, "Quality-Aware Resource Model Discovery" ,APPLIED SCIENCES-BASEL, vol.11, - (2021).
5.Beverungen, D; Buijs, JCAM; Becker, J; Di Ciccio, C; van der Aalst, WMP; Bartelheimer, C; vom Brocke, J; Comuzzi, M; Kraume, K; Leopold, H; Matzner, M; Mendling, J; Ogonek, N; Post, T; Resinas, M; Rev, "Seven Paradoxes of Business Process Management in a Hyper-Connected World" ,BUSINESS & INFORMATION SYSTEMS ENGINEERING, vol.63,145 -156 (2021).
6.Lee, D.; Song, Minseok, "MEXchange: A Privacy-preserving Blockchain-based Framework for Health Information Exchange using Ring Signature and Stealth Address" ,IEEE Access, vol.9,158122 -158139 (2021).
7.Cho, M.; Park, G.; Song, M.; Lee, J.; Lee, B.; Kum, E., "Discovery of Resource-Oriented Transition Systems for Yield Enhancement in Semiconductor Manufacturing" ,IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, vol.34,17 -24 (2021).
8.Lim, J.; Kim, K.; Cho, M.; Baek, H.; Kim, S.; Hwang, H.; Yoo, S.; Song, M., "Deriving a Sophisticated Clinical Pathway Based on Patient Conditions from Electronic Health Record Data" ,Lecture Notes in Business Information Processing, vol.406 LNBIP,356 -367 (2021).
9.Park G.; Song M., "Predicting performances in business processes using deep neural networks" ,DECISION SUPPORT SYSTEMS, vol.129, - (2020).
10.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, - (2020).
11.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.17,1 -20 (2020).
12.Ryu, D; Kim, RH; Choi, SH; Kim, KJ; Ko, YM; Kim, YJ; Song, M; Choi, DG, "Utilizing Electricity Consumption Data to Assess the Noise Discomfort Caused by Electrical Appliances between Neighbors: A Case Study of a Campus Apartment
Building" ,Sustainability, vol.12, - (2020).
13.Cho, M; Song, M; Yoo, S; Reijers, HA, "An Evidence-Based Decision Support Framework for Clinician Medical Scheduling" ,IEEE ACCESS, vol.7,15239 -15249 (2019).
14.Obregon, J.; Song, M.; Jung, J.-Y., "InfoFlow: Mining Information Flow Based on User Community in Social Networking Services" ,IEEE ACCESS, vol.7,48024 -48036 (2019).
15.PARK, K; KWAHK, J; HAN, SH; SONG, M; CHOI, DG; JANG, H; KIM, D; WON, YD; JEONG, IS, "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.20,455 -463 (2019).
16.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, - (2018).
17.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.104,92 -103 (2017).
18.Cho, M.; Song, M.; M?ller, C.; Fernandez, P.; del-R?o-Ortega, A.; Resinas, M.; Ruiz-Cort?s, A., "A new framework for defining realistic SLAs: An evidence-based approach" ,Lecture Notes in Business Information Processing, vol.297,19-35 (2017).
19., "Domain-driven actionable process model discovery" ,COMPUTERS & INDUSTRIAL ENGINEERING, vol.99,382 -400 (20 16).
20.Sooyoung Yoo, Minsu Cho, Eunhye Kim, Seok Kim, Yerim Sim, Donghyun Yoo, Hee Hwang, Minseok Song, "Assessment of hospital processes using a process mining technique: Outpatient process analysis at a tertiary hospital" ,International Journal of Medical Informatics, vol.88,34 -43 (2016).
21., "Bayesian network construction from event log for lateness analysis in port logistics" ,COMPUTERS & INDUSTRIAL ENGINEERING, vol.89,53 -66 (2015).
22.Lee, J; Sung, S; Song, M; Choi, I, "A BUSINESS PROCESS SIMULATION FRAMEWORK INCORPORATING THE EFFECTS OF ORGANIZATIONAL STRUCTURE" ,INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, vol.22,454 -466 (2015).
23., "A systematic methodology for outpatient process analysis based on process mining" ,International Journal of Industrial Engineering, vol.22,480 -493 (2015).
24.박신념,송민석, "공항 수하물 처리 시스템 이벤트 로그의 프로세스 관점 분석 방안 연구" ,한국빅데이터학회 학회지, vol.5,181 -188 (2020).
25.박규동,곽지영,한성호,송민석,최동구,장혜지,김도현, "차선 유지 보조 시스템으로 인해 발생하는이질감의 계측에 대한 연구" ,대한인간공학회지, vol.37,459 -473 (2018).
26.SONG, M,김도현,김광용,정충식,김기대,조민수, "A Development on a Predictive Model for Buying Unemployment Insurance Program Based on Public Data" ,The Korean Journal of BigData, vol.2,17 -31 (2017).
27.송민석,이용혁,하승진,백태현,손숙영, "Big data Cloud Service for Manufacturing Process Analysis" ,The Korean Journal of BigData, vol.1,41 -51 (2016).
28.송민석,이용혁,이호정,이상진,박세라, "Process analysis in Supply Chain Management with Process Mining: A Case Study" ,The Korean Journal of BigData, vol.1,65 -78 (2016).
29.송민석,유수영,조민수,김석,김은혜,박소민,김기동,황희, "Conformance analysis of clinical pathway using electroni c health record data" ,Healthcare Informatics Research, vol.21,161 -166 (2015).
30.송민석,양한나, "Analyzing Repair Processes Using Process Mining : A Case Study" ,Journal of the Korean Institute of Industrial Engineers, vol.41,86 -96 (2015).
저서
1. SONG, M, "Process Mining: Discovery, Conformance and Enhancement of Business Processes" , 교문사 (2020).
2. 송민석, Niels Lohmann,Petia Wohed, "Business Process Management Workshops" , Springer (2014).
3. 송민석, Moe Thandar Wynn,Jianxun Liu, "Asia Pacific Business Process Management" , Springer (2013).
2. 송민석, Niels Lohmann,Petia Wohed, "Business Process Management Workshops" , Springer (2014).
3. 송민석, Moe Thandar Wynn,Jianxun Liu, "Asia Pacific Business Process Management" , Springer (2013).
