4 papers
Detecting Dynamic Relationships in Object-Centric Event Logs
Alessandro Gianola, Zeeshan Hameed, Marco Montali +3
Object-centric process mining examines how processes interact with multiple co-evolving objects, and has gained great interest in recent years. However, object-centric event logs (…
To bind or not to bind? Discovering Stable Relationships in Object-centric Processes (Extended Version)
Anjo Seidel, Sarah Winkler, Alessandro Gianola +2
Object-centric process mining investigates the intertwined behavior of multiple objects in business processes. From object-centric event logs, object-centric Petri nets (OCPN) can…
Efficient Conformance Checking of Rich Data-Aware Declare Specifications (Extended)
Jacobo Casas-Ramos, Sarah Winkler, Alessandro Gianola +3
Despite growing interest in process analysis and mining for data-aware specifications, alignment-based conformance checking for declarative process models has focused on pure contr…
Object-centric Processes with Structured Data and Exact Synchronization (Extended Version)
Alessandro Gianola, Marco Montali, Sarah Winkler
Real-world processes often involve interdependent objects that also carry data values, such as integers, reals, or strings. However, existing process formalisms fall short to combi…