Gyunam Park

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 45

Top Topics

Temporal Patterns

Top Venues

J. Intell. Inf. Syst.

Publications

Gyunam Park, Majid Rafiei, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning. CAiSE Forum (2024)
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
OCEL (Object-Centric Event Log) 2.0 Specification. CoRR (2024)
Gyunam Park, Minsu Cho, Jiyoon Lee
Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review. Expert Syst. Appl. 239 (2024)
Gyunam Park, Yaejin Lee, Minsu Cho
Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs. J. Biomed. Informatics 156 (2024)
Janik-Vasily Benzin, Gyunam Park, Juergen Mangler, Stefanie Rinderle-Ma
INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining. CoRR (2024)
Dina Kretzschmann, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study. CAiSE Workshops (2024)
Gyunam Park, Minseok Song
Optimizing Resource Allocation Based on Predictive Process Monitoring. IEEE Access 11 (2023)
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
A generic approach to extract object-centric event data from databases supporting SAP ERP. J. Intell. Inf. Syst. 61 (3) (2023)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Performance-Preserving Event Log Sampling for Predictive Monitoring. CoRR (2023)
Gyunam Park, Daniel Schuster, Wil M. P. van der Aalst
Pattern-based action engine: Generating process management actions using temporal patterns of process-centric problems. Comput. Ind. 153 (2023)
Gyunam Park, Sevde Aydin, Cüneyt Ugur, Wil M. P. van der Aalst
Analyzing an After-Sales Service Process Using Object-Centric Process Mining: A Case Study. ICPM Workshops (2023)
Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version. CoRR (2023)
Gyunam Park, Sevde Aydin, Cuneyt Ugur, Wil M. P. van der Aalst
Analyzing An After-Sales Service Process Using Object-Centric Process Mining: A Case Study. CoRR (2023)
Tian Li, Gyunam Park, Wil M. P. van der Aalst
Checking Constraints for Object-Centric Process Executions. ICPM Workshops (2023)
Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
Extracting Rules from Event Data for Study Planning. CoRR (2023)
Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
Extracting Rules from Event Data for Study Planning. ICPM Workshops (2023)
Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst
Preserving complex object-centric graph structures to improve machine learning tasks in process mining. Eng. Appl. Artif. Intell. 125 (2023)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Performance-preserving event log sampling for predictive monitoring. J. Intell. Inf. Syst. 61 (1) (2023)
Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst
ocpa: A Python library for object-centric process analysis. Softw. Impacts 14 (2022)
Gyunam Park, Aaron Küsters, Mara Tews, Cameron Pitsch, Jonathan Schneider, Wil M. P. van der Aalst
Explainable Predictive Decision Mining for Operational Support. ICSOC Workshops (2022)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Event Log Sampling for Predictive Monitoring. CoRR (2022)
Julian Weber, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
Interactive Process Identification and Selection from SAP ERP (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst
OPerA: Object-Centric Performance Analysis. CoRR (2022)
Gyunam Park, Marco Comuzzi, Wil M. P. van der Aalst
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations. CoRR (2022)
Gyunam Park, Janik-Vasily Benzin, Wil M. P. van der Aalst
Detecting Context-Aware Deviations in Process Executions. CoRR (2022)
Gyunam Park, Janik-Vasily Benzin, Wil M. P. van der Aalst
Detecting Context-Aware Deviations in Process Executions. BPM (Forum) (2022)
Gyunam Park, Marco Comuzzi, Wil M. P. van der Aalst
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations. RCIS (2022)
Gyunam Park, Aaron Küsters, Mara Tews, Cameron Pitsch, Jonathan Schneider, Wil M. P. van der Aalst
Explainable Predictive Decision Mining for Operational Support. CoRR (2022)
Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
A Framework for Extracting and Encoding Features from Object-Centric Event Data. CoRR (2022)
Julian Weber, Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
Interactive Process Identification and Selection from SAP ERP. CoRR (2022)
Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park, Wil M. P. van der Aalst
A Scalable Database for the Storage of Object-Centric Event Logs. CoRR (2022)
Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst
OPerA: Object-Centric Performance Analysis. ER (2022)
Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
A Framework for Extracting and Encoding Features from Object-Centric Event Data. ICSOC (2022)
Gyunam Park, Wil M. P. van der Aalst
Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs. ICPM Workshops (2022)
Gyunam Park, Wil M. P. van der Aalst
Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs. CoRR (2022)
Gyunam Park, Wil M. P. van der Aalst
Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems. BPMDS/EMMSAD@CAiSE (2021)
Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
OCEL: A Standard for Object-Centric Event Logs. ADBIS (Short Papers) (2021)
Gyunam Park, Wil M. P. van der Aalst
Realizing A Digital Twin of An Organization Using Action-oriented Process Mining. ICPM (2021)
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
An Event Data Extraction Approach from SAP ERP for Process Mining. CoRR (2021)
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
An Event Data Extraction Approach from SAP ERP for Process Mining. ICPM Workshops (2021)
Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Event Log Sampling for Predictive Monitoring. ICPM Workshops (2021)
Gyunam Park, Wil M. P. van der Aalst
A General Framework for Action-Oriented Process Mining. Business Process Management Workshops (2020)
Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner, Gyunam Park
From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Gyunam Park, Minseok Song
Predicting performances in business processes using deep neural networks. Decis. Support Syst. 129 (2020)
Gyunam Park, Minseok Song
Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm. ICPM (2019)