Browsing by Author Aalst, Wil M. P. van der

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  • Authors: Eck, Maikel L. van;  Advisor: -;  Participants: Sidorova, Natalia; Aalst, Wil M. P. van der (2019)

  • Artifact-centric process models aim to describe complex processes as a collection of interacting artifacts. Recent development in process mining allow for the discovery of such models. However, the focus is often on the representation of the individual artifacts rather than their interactions. Based on event data, composite state machines representing artifact-centric processes can be discovered automatically. Moreover, the study provides ways of visualising and quantifying interactions among different artifacts. For example, strongly correlated behaviours in different artifacts can be highlighted. Interesting correlations can be subsequently analysed to identify potential causes of...