Personal information

Process Mining, Data Mining, Action-Oriented Process Mining, Business Process Management, Continuous Process Improvement

Activities

Employment (2)

Fraunhofer Institute for Applied Information Technology: Sankt Augustin, DE

2024-10 to present
Employment
Source: Self-asserted source
Gyunam Park

RWTH Aachen University: Aachen, NRW, DE

2019-10 to 2024-07 | Ph.D. Student (Computer Science)
Employment
Source: Self-asserted source
Gyunam Park

Education and qualifications (2)

Ulsan National Institute of Science and Technology: Ulsan, Ulsan, KR

B.Sc.
Education
Source: Self-asserted source
Gyunam Park

Pohang University of Science and Technology: Pohang, Gyeongsangbuk-do, KR

M.Sc.
Education
Source: Self-asserted source
Gyunam Park

Works (31)

Operational process monitoring: An object-centric approach

Computers in Industry
2025-01 | Journal article
Contributors: Gyunam Park; Wil M.P. van der Aalst
Source: check_circle
Crossref

Extracting Rules from Event Data for Study Planning

2024 | Book chapter
Contributors: Majid Rafiei; Duygu Bayrak; Mahsa Pourbafrani; Gyunam Park; Hayyan Helal; Gerhard Lakemeyer; Wil M. P. van der Aalst
Source: check_circle
Crossref

Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning

2024 | Book chapter
Contributors: Gyunam Park; Majid Rafiei; Hayyan Helal; Gerhard Lakemeyer; Wil M. P. van der Aalst
Source: check_circle
Crossref

Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study

2024 | Book chapter
Contributors: Dina Kretzschmann; Gyunam Park; Alessandro Berti; Wil M. P. van der Aalst
Source: check_circle
Crossref

Super Variants

2024 | Book chapter
Contributors: Jan Niklas Adams; Emilie Hastrup-Kiil; Gyunam Park; Wil M. P. van der Aalst
Source: check_circle
Crossref

Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs

Journal of Biomedical Informatics
2024-08 | Journal article
Contributors: Gyunam Park; Yaejin Lee; Minsu Cho
Source: check_circle
Crossref

Learning recommendations from educational event data in higher education

Journal of Intelligent Information Systems
2024-08-13 | Journal article
Contributors: Gyunam Park; Lukas Liss; Wil M. P. van der Aalst
Source: check_circle
Crossref

Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review

Expert Systems with Applications
2024-04 | Journal article
Contributors: Gyunam Park; Minsu Cho; Jiyoon Lee
Source: check_circle
Crossref

Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs

2023 | Book chapter
Contributors: Gyunam Park; Wil M. P. van der Aalst
Source: check_circle
Crossref

Optimizing Resource Allocation Based on Predictive Process Monitoring

IEEE Access
2023 | Journal article
Contributors: Gyunam Park; Minseok Song
Source: check_circle
Crossref

Pattern-based action engine: Generating process management actions using temporal patterns of process-centric problems

Computers in Industry
2023-12 | Journal article
Contributors: Gyunam Park; Daniel Schuster; Wil M.P. van der Aalst
Source: check_circle
Crossref

Preserving complex object-centric graph structures to improve machine learning tasks in process mining

Engineering Applications of Artificial Intelligence
2023-10 | Journal article
Contributors: Jan Niklas Adams; Gyunam Park; Wil M.P. van der Aalst
Source: check_circle
Crossref

A Framework for Extracting and Encoding Features from Object-Centric Event Data

2022 | Book chapter
Contributors: Jan Niklas Adams; Gyunam Park; Sergej Levich; Daniel Schuster; Wil M. P. van der Aalst
Source: check_circle
Crossref

A Scalable Database for the Storage of Object-Centric Event Logs (Extended Abstract)

arXiv
2022 | Other
EID:

2-s2.0-85125030453

Part of ISSN: 23318422
Contributors: Berti, A.; Ghahfarokhi, A.F.; Park, G.; van der Aalst, W.M.P.
Source: Self-asserted source
Gyunam Park via Scopus - Elsevier

An Event Data Extraction Approach from SAP ERP for Process Mining

Lecture Notes in Business Information Processing
2022 | Book
EID:

2-s2.0-85127669293

Part of ISSN: 18651356 18651348
Contributors: Berti, A.; Park, G.; Rafiei, M.; van der Aalst, W.M.P.
Source: Self-asserted source
Gyunam Park via Scopus - Elsevier

Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations

arXiv
2022 | Other
EID:

2-s2.0-85127906200

Part of ISSN: 23318422
Contributors: Park, G.; Comuzzi, M.; van der Aalst, W.M.P.
Source: Self-asserted source
Gyunam Park via Scopus - Elsevier

Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations

2022 | Book chapter
Contributors: Gyunam Park; Marco Comuzzi; Wil M. P. van der Aalst
Source: check_circle
Crossref

Event Log Sampling for Predictive Monitoring

Lecture Notes in Business Information Processing
2022 | Book
EID:

2-s2.0-85127724784

Part of ISSN: 18651356 18651348
Contributors: Fani Sani, M.; Vazifehdoostirani, M.; Park, G.; Pegoraro, M.; van Zelst, S.J.; van der Aalst, W.M.P.
Source: Self-asserted source
Gyunam Park via Scopus - Elsevier

OPerA: Object-Centric Performance Analysis

2022 | Book chapter
Contributors: Gyunam Park; Jan Niklas Adams; Wil M. P. van der Aalst
Source: check_circle
Crossref

Action-oriented process mining: bridging the gap between insights and actions

Progress in Artificial Intelligence
2022-07-02 | Journal article
Contributors: Gyunam Park; Wil M. P. van der Aalst
Source: check_circle
Crossref

A Scalable Database for the Storage of Object-Centric Event Logs

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85126571818

Part of ISSN: 16130073
Contributors: Berti, A.; Ghahfarokhi, A.F.; Park, G.; van der Aalst, W.M.P.
Source: Self-asserted source
Gyunam Park via Scopus - Elsevier

An event data extraction approach from SAP ERP for process mining

arXiv
2021 | Other
EID:

2-s2.0-85117653030

Part of ISSN: 23318422
Contributors: Berti, A.; Park, G.; Rafiei, M.; van der Aalst, W.
Source: Self-asserted source
Gyunam Park via Scopus - Elsevier

OCEL: A Standard for Object-Centric Event Logs

New Trends in Database and Information Systems
2021 | Book chapter
Part of ISBN: 9783030850814
Part of ISBN: 9783030850821
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Source: Self-asserted source
Gyunam Park
grade
Preferred source (of 2)‎

Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems

2021 | Book chapter
Contributors: Gyunam Park; Wil M. P. van der Aalst
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Quality-Aware Resource Model Discovery

Applied Sciences
2021-06-21 | Journal article
Contributors: Minsu Cho; Gyunam Park; Minseok Song; Jinyoun Lee; Euiseok Kum
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Discovery of Resource-Oriented Transition Systems for Yield Enhancement in Semiconductor Manufacturing

IEEE Transactions on Semiconductor Manufacturing
2021-02 | Journal article
Contributors: Minsu Cho; Gyunam Park; Minseok Song; Jinyoun Lee; Byeongeon Lee; Euiseok Kum
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A General Framework for Action-Oriented Process Mining

2020 | Book chapter
Contributors: Gyunam Park; Wil M. P. van der Aalst
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events

Proceedings of the 15th International Conference on Wirtschaftsinformatik
2020 | Conference paper
Source: Self-asserted source
Gyunam Park

Predicting performances in business processes using deep neural networks

Decision Support Systems
2020 | Journal article
Part of ISSN: 0167-9236
Source: Self-asserted source
Gyunam Park
grade
Preferred source (of 2)‎

Prediction-based Resource Allocation using Bayesian Neural Networks and Minimum Cost and Maximum Flow Algorithm

arXiv
2019 | Other
EID:

2-s2.0-85093342346

Part of ISSN: 23318422
Contributors: Park, G.; Song, M.
Source: Self-asserted source
Gyunam Park via Scopus - Elsevier

Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm

2019 International Conference on Process Mining (ICPM)
2019 | Conference paper
Source: Self-asserted source
Gyunam Park

Peer review (1 review for 1 publication/grant)

Review activity for Wirtschaftsinformatik. (1)