The shift to object-centric process mining is enabled by a change in the underlying data model: from cases (which flattens source data to group events by a single primary identifier) to object-centric event data (which models relations between objects and events using many-to-many relations). This shift also comes with a storage and performance overhead - … Continue reading 5x-10x Faster Object-Centric Event Data Systems Just by Waiting – Event Knowledge Graphs are Catching Up
Over the last months I had various exchanges with practitioners and vendors in process mining on the topic of Object-Centric Process Mining (OCPM). And while the idea has been around for a while, industrial adoption remains a challenge even for seasoned experts. But why is that? From these conversations I gathered that adopting OCPM faces … Continue reading Why is transitioning to Object-Centric Process Mining non-trivial?
Object-Centric Processes are a new way to look at processes: instead understanding a process execution as a sequence of isolated steps in a monolithic case, an object-centric process describes how its activities work on the various involved and related objects over time. This idea of describing processes as emerging from an interplay of changes to … Continue reading Object-Centric Processes – from cases to objects and relations… and beyond
Multi... Process Mining 