Gyunam Park

According to our database, Gyunam Park authored at least 38 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Action-oriented process mining

Gyunam Park

PhD thesis, 2024

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

Gyunam Park, Yaejin Lee, Minsu Cho

J. Biomed. Informatics, 2024

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

Gyunam Park, Minsu Cho, Jiyoon Lee

Expert Syst. Appl., 2024

INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining.

Janik-Vasily Benzin, Gyunam Park, Juergen Mangler, Stefanie Rinderle-Ma

CoRR, 2024

OCEL (Object-Centric Event Log) 2.0 Specification.

Alessandro Berti, István Koren, Jan Niklas Adams, Gyunam Park, Benedikt Knopp, Nina Graves, Majid Rafiei, Lukas Liß, Leah Tacke genannt Unterberg, Yisong Zhang, Christopher T. Schwanen, Marco Pegoraro, Wil M. P. van der Aalst

CoRR, 2024

Improving Predictive Process Monitoring Using Object-Centric Process Mining.

Jan Niklas Adams, Hannes Drescher, Andreas Swoboda, Nikou Günnemann, Gyunam Park, Wil M. P. van der Aalst

Proceedings of the 32nd European Conference on Information Systems, 2024

Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning.

Gyunam Park, Majid Rafiei, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst

Proceedings of the Intelligent Information Systems, 2024

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

Dina Kretzschmann, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Advanced Information Systems Engineering Workshops, 2024

Conformance Checking and Performance Analysis Using Object-Centric Directly-Follows Graphs.

Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Business Process Management Forum, 2024

Super Variants.

Jan Niklas Adams, Emilie Hastrup-Kiil, Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 22nd International Conference, 2024

2023

A generic approach to extract object-centric event data from databases supporting SAP ERP.

Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

J. Intell. Inf. Syst., December, 2023

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

Gyunam Park, Daniel Schuster, Wil M. P. van der Aalst

Comput. Ind., December, 2023

Performance-preserving event log sampling for predictive monitoring.

Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

J. Intell. Inf. Syst., August, 2023

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

Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst

Eng. Appl. Artif. Intell., 2023

Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version.

Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma

CoRR, 2023

Optimizing Resource Allocation Based on Predictive Process Monitoring.

Gyunam Park, Minseok Song

IEEE Access, 2023

Extracting Rules from Event Data for Study Planning.

Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops, 2023

Analyzing an After-Sales Service Process Using Object-Centric Process Mining: A Case Study.

Gyunam Park, Sevde Aydin, Cüneyt Ugur, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops, 2023

Checking Constraints for Object-Centric Process Executions.

Tian Li, Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops, 2023

2022

ocpa: A Python library for object-centric process analysis.

Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst

Softw. Impacts, December, 2022

Interactive Process Identification and Selection from SAP ERP.

Julian Weber, Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

CoRR, 2022

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

Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park, Wil M. P. van der Aalst

CoRR, 2022

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

Gyunam Park, Marco Comuzzi, Wil M. P. van der Aalst

Proceedings of the Research Challenges in Information Science, 2022

Explainable Predictive Decision Mining for Operational Support.

Gyunam Park, Aaron Küsters, Mara Tews, Cameron Pitsch, Jonathan Schneider, Wil M. P. van der Aalst

Proceedings of the Service-Oriented Computing - ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29, 2022

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

Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Interactive Process Identification and Selection from SAP ERP (Extended Abstract).

Julian Weber, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs.

Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops, 2022

OPerA: Object-Centric Performance Analysis.

Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Conceptual Modeling - 41st International Conference, 2022

Detecting Context-Aware Deviations in Process Executions.

Gyunam Park, Janik-Vasily Benzin, Wil M. P. van der Aalst

Proceedings of the Business Process Management Forum, 2022

2021

Event Log Sampling for Predictive Monitoring.

Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Realizing A Digital Twin of An Organization Using Action-oriented Process Mining.

Gyunam Park, Wil M. P. van der Aalst

Proceedings of the 3rd International Conference on Process Mining, 2021

An Event Data Extraction Approach from SAP ERP for Process Mining.

Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

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

Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2021

OCEL: A Standard for Object-Centric Event Logs.

Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the New Trends in Database and Information Systems, 2021

2020

Predicting performances in business processes using deep neural networks.

Gyunam Park, Minseok Song

Decis. Support Syst., 2020

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

Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner, Gyunam Park

Proceedings of the Entwicklungen, 2020

A General Framework for Action-Oriented Process Mining.

Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2020

2019

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

Gyunam Park, Minseok Song

Proceedings of the International Conference on Process Mining, 2019