95 citations · 355 across the 37 of their papers we have counts for
63 papers
Enhancing Data-Awareness of Object-Centric Event Logs
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen +1
When multiple objects are involved in a process, there is an opportunity for processes to be discovered from different angles with new information that previously might not have be…
A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education
Miriam Wagner, Hayyan Helal, Rene Roepke +7
This paper presents an approach of using methods of process mining and rule-based artificial intelligence to analyze and understand study paths of students based on campus manageme…
High-Level Event Mining: A Framework
Bianka Bakullari, Wil M. P. van der Aalst
Process mining methods often analyze processes in terms of the individual end-to-end process runs. Process behavior, however, may materialize as a general state of many involved pr…
Explainable Predictive Decision Mining for Operational Support
Gyunam Park, Aaron Küsters, Mara Tews +3
Several decision points exist in business processes (e.g., whether a purchase order needs a manager's approval or not), and different decisions are made for different process insta…
Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs
Gyunam Park, Wil. M. P. van der Aalst
Constraint monitoring aims to monitor the violation of constraints in business processes, e.g., an invoice should be cleared within 48 hours after the corresponding goods receipt,…
TraVaS: Differentially Private Trace Variant Selection for Process Mining
Majid Rafiei, Frederik Wangelik, Wil M. P. van der Aalst
In the area of industrial process mining, privacy-preserving event data publication is becoming increasingly relevant. Consequently, the trade-off between high data utility and qua…