![]() A framework for multi-perspective process mining into a BPMN process model. In this article, we explain technical details of the framework and also demonstrate its usage over a case in medical domain.Ĭitation: Merve Nur TİFTİK, Tugba GURGEN ERDOGAN, Ayça KOLUKISA TARHAN. In doing so, it integrates a number of techniques for multi-perspective process mining in literature, for the perspectives of control-flow, data, and resource and represents a holistic process model by combining the outputs of these in the BPMN Data Model. The framework, which uses a recently developed application programming interface (API) for storing the BPMN Data Model which keeps what is produced from each perspective as an asset into a private blockchain in a secure and immutable way, has been developed as a plugin to the ProM tool. In this study, a framework for applying multi-perspective process mining and creating a Business Process Modelling Notation (BPMN) process model as the output is introduced. This is a such extensions are considered under the topic of multi-perspective process mining, which makes the discovered process model more understandable. ![]() When process mining is extended far beyond discovering the control-flow models to capture additional perspectives roles, bottlenecks, amounts of time passed, guards, and routing probabilities in the process can be identified. It is further applied to mine the other perspectives such as time, data, and resources by replaying the events in event logs over the initial process model. Process mining is mainly focused on process discovery from control perspective.
0 Comments
Leave a Reply.AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |