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

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

PDF

(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.

PDF DOI

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

PDF DOI

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

PDF DOI

Teaching

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

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