The semantic context — which scenario, premise, milestone, or review order (Prüfauftrag) triggered a given planning iteration — is not natively captured in event logs. The goal is to design, prototype and evaluate a concept that links object-centric event data from Celonis with the version- and scenario-semantics from our software, enabling explainable, scenario-aware process intelligence in production planning. * How can this Semantic Layer be technically integrated with Celonis OCPM (e.g., via the Process Intelligence Graph, AI Annotation Builder, or external graph alignment) to enrich object-centric events with planning rationale? The thesis is embedded in the Versioned Planning initiative at Mercedes-Benz Mercedes-Benz Manufacturing Engineering (MO/ET). Object-Centric Process Mining (OCPM) in Celonis provides a powerful, quantitative view on planning processes — it reveals how ...
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