Experience

 
 
 
 
 

Scientific Researcher

PADS (chair of Process and Data Science)

Oct 2019 – Present Aachen, Germany
Research topic:

  • Action-oriented process mining
  • Interpretable prediction
  • Prediction-based recommendation
 
 
 
 
 

Research Assistant

Analytics and Information Management Lab

Jul 2017 – Sep 2019 Pohang, South Korea
Research topic:

  • Predictive business process monitoring
  • Prediction-based resource allocation
  • Manufacturing Process Analysis

Recent Publications

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(2021). Realizing A Digital Twin of An Organization Using Action-oriented Process Mining. 2021 International Conference on Process Mining (ICPM), Accepted.

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(2021). An Event Data Extraction Approach from SAP ERP for Process Mining. 6th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI), Accepted.

(2021). Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems. International Conference on Business Process Modeling, Development and Support.

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(2021). OCEL: A Standard for Object-Centric Event Logs. European Conference on Advances in Databases and Information Systems.

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(2021). A General Framework for Action-Oriented Process Mining. 2020 International Conference on Business Process Management.

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Teaching

Undergraduate Course at Computer Science, RWTH-Aachen University (04.2020 ~ Ongoing)

Master Course at Computer Science, RWTH-Aachen University (10.2019 ~ Ongoing)