Project: Object-Centric process mining (OCPM)
Description
Existing process mining techniques on traditional event logs result in many problems. If an event is related to different cases, we get false behaviour in the model (convergence), for a case there also may be multiple instances of the same activity within a case and false statistics may be introduced (divergence). Object-Centric process mining (OCPM) addresses these problems by modelling the flow of objects without having to pick a single case ID circumnavigating these existing problems. At UiPath, novelty OCPM algorithms are developed that addresses the problems each looking at the data from a different perspective. One of the lasts steps in the processes is developing the visualization(s). It should be investigated how the visualization can enhance new insights in the data, mainly from an entity and object flow perspective.
Details
- Student
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Gerben Vogelaar
- Supervisor
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Huub van de Wetering
- Secondary supervisor
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RSRoeland Scheepens (UiPath)