Framework Brings Object-Centric Mining to Collaborative Process Prediction

Summary

Researchers propose a framework connecting collaborative predictive process monitoring with object-centric process mining. It maps extended event logs to OCEL 2.0, reformulates prediction tasks around related objects, and evaluates 14 tasks across five strategies and three data encodings. The approach makes collaboration structure explicit while adding relational complexity and tooling requirements.