On this page, you can find the list of papers presented during the research track sessions and the keynotes held at ICPM 2023. Click on the screen icons 🖵 to the right to view the presentation slides. Award-winning papers are marked with a ribbon icon. The list of the ICPM 2023 awards is reported below.
Presentations
Research track: AI in Process Mining
Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques
Zihang Su, Tianshi Yu, Nir Lipovetzky, Alireza Mohammadi, Denny Oetomo, Artem Polyvyanyy, Sebastian Sardina, Ying Tan and Nick van Beest
Plan Recognition as Probabilistic Trace Alignment
Jonghyeon Ko, Fabrizio Maggi, Marco Montali, Rafael Peñaloza and Ramon Fraga Pereira
Repairing Soundness Properties in Data-Aware Processes
Paolo Felli, Marco Montali and Sarah Winkler
Research track: Simulation and Reinforcement Learning
Discovery and Simulation of Business Processes with Probabilistic Resource Availability Calendars
Orlenys López-Pintado and Marlon Dumas
Runtime Integration of Machine Learning and Simulation for Business Processes
Francesca Meneghello, Chiara Ghidini and Chiara Di Francescomarino
Manifold Learning for Adversarial Robustness in Predictive Process Monitoring
Alexander Stevens, Jari Peeperkorn, Johannes De Smedt and Jochen De Weerdt
Research track: Fresh View on Process Data
SKTR: Trace Recovery from Stochastically Known Logs
Eli Bogdanov, Izack Cohen and Avigdor Gal
A Window of Opportunity: Active Window Tracking for Mining Work Practices
Iris Beerepoot, Daniël Barenholz, Stijn Beekhuis, Jens Gulden, Suhwan Lee, Xixi Lu, Sietse Overbeek, Inge van de Weerd, Jan Martijn van der Werf and Hajo Reijers
Addressing the Log Representativeness Problem using Species Discovery
Martin Kabierski, Markus Richter and Matthias Weidlich
Research track: Fundamental Process Discovery
State Snapshot Process Discovery on Career Paths of Qing Dynasty Civil Servants
Adam Burke, Sander Leemans, Moe Wynn and Cameron Campbel
Discovering Object-Centric Process Simulation Models
Benedikt Knopp, Mahsa Pourbafrani and Wil van der Aalst
Scalable Discovery of Partially Ordered Workflow Models with Formal Guarantees
Humam Kourani, Daniel Schuster and Wil van der Aalst
Research track: Predictions, Process Outcomes, and Deviations
A Fresh Approach to Analyze Process Outcomes
Hagen Völzer, Francesca Zerbato, Timothy Sulzer and Barbara Weber
Measuring the Stability of Process Outcome Predictions in Online Settings
Suhwan Lee, Marco Comuzzi, Xixi Lu and Hajo A. Reijers
Business Process Deviation Prediction: Predicting Non-Conforming Process Behavior
Michael Grohs, Peter Pfeiffer and Jana-Rebecca Rehse
Research track: Enhanced Process Discovery
Enhancing the Applicability of the eST-Miner: Efficient Precision-Guided Implicit Place Avoidance
Felix C. Groß, Lisa L. Mannel and Wil M. P van der Aalst
An Approximate Inductive Miner
Jan Niklas van Detten, Pol Schumacher and Sander J.J. Leemans
Keynotes
Research track keynote
Title: Everything There Is to Know about Stochastically Known Logs
Keynote speaker: Avigdor Gal
Industry track keynote
Title: Walking the Way from Process Mining to AI-Driven Process Optimization
Author: Marlon Dumas
Doctoral Consortium Keynote
Title: Process Miner, are you sure?
Author: Jana-Rebecca Rehse
Awards
Best Paper
Title: Addressing the Log Representativeness Problem Using Species Discovery
Authors: Martin Kabierski, Markus Richter, and Matthias Weidlich
Best Paper Runner-up
Title: Discovery and Simulation of Business Processes with Probabilistic Resource Availability Calendars
Authors: Orlenys López-Pintado and Marlon Dumas
Best Student Paper
Title: Runtime Integration of Machine Learning and Simulation for Business Processes
Authors: Francesca Meneghello, Chiara Di Francescomarino, and Chiara Ghidini
Best Out of The Box Paper
Title: State Snapshot Process Discovery on Career Paths of Qing Dynasty Civil Servants
Authors: Adam Burke, Sander Leemans, Moe Wynn, and Cameron Campbel
Best Reviewer
Han van der Aa
Best Workshop Papers
Best Workshop Paper at the Fourth International Workshop on Event Data and Behavioral Analytics (http://edba.science)
Title: Tiramisu: A Recipe for Visual Sensemaking of Multi-Faceted Process Information
Authors: Anti Alman, Alessio Arleo, Iris Beerepoot, Andrea Burattin, Claudio Di Ciccio, and Manuel Resinas
Best Workshop Paper at the Fourth International Workshop on Leveraging Machine Learning in Process Mining (https://ml4pm2023.di.unimi.it)
Title: Sparse Mixtures of Shallow Linear Experts for Interpretable and Fast Outcome Prediction
Authors: Francesco Folino, Luigi Pontieri, and Pietro Sabatino
Best Workshop Paper at the Sixth International Workshop on Process-Oriented Data Science for Healthcare (https://pods4h.com/)
Title: I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains
Authors: Carlos Fernandez-Llatas and Andrea Burattin
Best Workshop Paper at the Second International Workshop on Education meets Process Mining (https://haplab.org/edupm2023/)
Title: Extracting Rules from Event Data for Study Planning
Authors: Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, and Wil M.P. van der Aalst
Best Workshop Paper at the Eighth International Workshop on Process Querying, Manipulation, and Intelligence (http://processquerying.com/pqmi2023/)
Title: Grouping Local Process Models
Authors: Viki Peeva and Wil M.P. van der Aalst
Best Workshop Paper at the Second International Workshop on Collaboration Mining for Distributed Systems (https://pros.unicam.it/cominds/)
Title: Breaking Down Barriers with Knowledge Graphs: Data Integration for
Cross-Organizational Process Mining
Authors: Julian Rott, Rene Dorsch, Michael Freund, Markus Böhm, Andreas Harth, and Helmut Krcma
Best Demo Award
Demo: Kairos: A Tool for Prescriptive Monitoring of Business Processes
Authors: Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Marlon Dumas, Alexander Nolte, Mahmoud Shoush, and Zhaosi Q
Process Discovery Contest Winner
Submission: 2.a.DisCoveRJS-Filtering-SimpleClassification-1
Author: Axel Christfort and Tijs Slaats
Best PhD Dissertation
Title: Anonymization Techniques for Privacy-preserving Process Mining
Author: Stephan Fahrenkrog-Petersen
Best PhD Dissertation Runner-up
Title: The Quality Guardian: Improving Activity Label Quality in Event Logs Through Gamification
Author: Sareh Sadeghianas