3 papers
cs.AI2024
INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining
Janik-Vasily Benzin, Gyunam Park, Juergen Mangler +1
Process events are recorded by multiple information systems at different granularity levels. Based on the resulting event logs, process models are discovered at different granulari…
cs.FL2023
Petri Net Classes for Collaboration Mining: Assessment and Design Guidelines
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Collaboration mining develops discovery, conformance checking, and enhancement techniques for collaboration processes. The collaboration process model is key to represent the disco…
cs.AI2023
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
Object-centric process discovery (OCPD) constitutes a paradigm shift in process mining. Instead of assuming a single case notion present in the event log, OCPD can handle events wi…