2018.02 right버튼left버튼

일정내역#1

2018.02.01 ~ 3

일정내역#2

일정내역#3

일정내역#4

일정내역#5

교수/연구
교수진
정재윤 교수 (대학원 학과장)
  • 최종학위
  • 서울대학교 공학박사
  • 연구분야
  • 산업인공지능, 빅데이터분석, 스마트팩토리, 프로세스마이닝
  • 연구실위치
  • 공학관 430호
  • 연구실전화
  • 031-201-2537
  • 이메일
  • jyjung@khu.ac.kr
학력
 Ph.D., Seoul National University, Department of Industrial Engineering, Korea, 2005.8  M.S., Seoul National University, Department of Industrial Engineering, Korea, 2001.2  B.S, Seoul National University, Department of Industrial Engineering, Korea, 1999.2
주요경력 및 활동
 Professor, Kyung Hee University, Korea, 2018 – present  Associate Professor, Kyung Hee University, Korea, 2013 – 2018  Assistant Professor, Kyung Hee University, Korea, 2007 – 2013  Senior Researcher, Seoul u-Computing Innovation Center, 2006 – 2007  Visiting Scholar, Eindhoven University of Technology, Netherlands, 2005 – 2006  Director, Advanced Training Program for Smart Manufacturing Intelligence, MOTIE (Ministry of Trade, Industry and Energy), 2017.4~2022.2  Next-Generation Engineer Training Program for Smart Energy, NRF (National Research Foundation of Korea), 2017.5~2022.2  Deep Learning Architecture for Molecular Dynamics, NRF, 2017.4~2019.12  Artificial Intelligence for Abnormal Situation Management in Nuclear Power Plants, NRF, 2016.11-2019.10  Product Design Support System Using Cognitive and Emotional Databases, MOTIE, 2015.12~2018.11  Smart Factory Applications for Big Data in Manufacturing, MOTIE, 2015.7~2018.6  Reality Mining for Regional Big Data, NRF, 2013.6~2016.5  Real-time Process Mining for RFID/USN Data, NRF, 2009.5~2015.4  Manufacturing Process Innovation Program, MKE, 2009.3~2013.8
논문
 "SentiFlow: An Information Diffusion Process Discovery Based on Topic and Sentiment from Online Social Networks", Sustainability, 10(8), 2018, 2731, 1-16 (SSCI, IF=2.075, 42%)  "Imbalanced Classification of Manufacturing Quality Conditions Using Cost-Sensitive Decision Tree Ensembles", International Journal of Computer Integrated Manufacturing , 31(8), 2018, 701-717. (SCIE, IF=1.949, 31%)  "LiReD: A Light-weight Real-Time Fault Detection System for Edge Computing Using LSTM Recurrent Neural Networks", Sensors, 18(7), 2018, 2110, 1-15. (SCIE, IF=2.677, 16%)  "Application of Process Mining Techniques to Identify Information Navigation Characteristics of Human Operators Working in a Digital Main Control Room", Reliability Engineering and System Safety, 175, 2018, 38-50. (SCI, IF=3.153, 11%)  "An Architecture for Emergency Event Prediction Using LSTM Recurrent Neural Networks", Expert Systems with Applications, 97, 2018, 315-324. (SCIE, IF=3.928, 3%)  "Risk of Severe Injury of Occupants Involved in Frontal Crashes of Cab-over-type Trucks", Traffic Injury Prevention, 18(8), 2017, pp.839-844. (SSCI)  "Flow Orientation Analysis for Major Activity Regions based on Smart-card Transit Data", International Journal of Geo-Information, 6(10), 318, 2017. (SCIE)  "Urban Zone Discovery from Smart Card Transit Logs", IEICE Transactions on Information and Systems, 100-D(10), 2017, 2465-2469. (SCIE)  "The Use of a Process Mining Technique to Characterize the Work Process of Main Control Room Crews: a Feasibility Study", Reliability Engineering & System Safety, 154, 2016, 31-41. (SCI)  "Discovery of Gatekeepers on Information Diffusion Flows Using Process Mining", International Journal of Industrial Engineering- Theory, Applications and Practice, 23(4), 2016, . 253-269. (SCIE)  "Development of the Freshness Assessment Model for Real Time Online Monitoring System of Packaged Commercial Milk in Distribution", LWT-Food Science and Technology, 68, 2016, 532-540. (SCI)  "i-RM: An Intelligent Risk Management Framework based on Real-Time Context Awareness for Ubiquitous Cold Chain Logistics", Expert Systems with Applications, 46, 2016, 463-473. (SCIE)
학회활동
 2018.8 Best Paper Award, The 6th International Conference on Big Data Applications and Services (BigDAS2018)  2017.8 Best Paper Award, The 12th International Conference on Innovative Computing, Information and Control (ICICIC2017)  2016.11 한국빅데이터학회 2016 추계학술대회 최우수논문상  2015.11 한국EA학회 2015 학술대회 우수논문상  2015.11 대한산업공학회 2015 석사논문경진대회 최우수논문상 (MIS부문, 문현구)  2014.11 대한산업공학회 2014 석사논문경진대회 최우수논문상 (MIS부문, Josue Obregon)  2013.11 대한산업공학회 2013 석사논문경진대회 우수논문상 (MIS부문, 마황현)  2013.8 Best Paper Award, The 1st Asia Pacific Conference on Business Process Management (APBPM 2013)  2013.5 한국전자거래학회 2013학술대회 우수논문상  2012.11 국가산업융합지원센터 산업융합논문공모전 우수논문상  2012.11 대한산업공학회 2012 석사논문경진대회 최우수논문상 (MIS부문, 김애경)  2009.11 한국경영과학회 최우수논문상 (이론부문)
연구관심분야
Industrial artificial intelligence smart factory big data analytics machine learning process mining business process management