Towards a Performance Estimate in Semi-Structured Processes


Wombacher, Andreas and Iacob, Maria and Haitsma, Martin (2011) Towards a Performance Estimate in Semi-Structured Processes. In: Fourth IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2011, 12-14 December 2011, Irvine, CA, USA.

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Abstract:Semi-structured processes are business workflows, where the execution of the workflow is not completely controlled by a workflow engine, i.e., an implementation of a formal workflow model. Examples are workflows where actors potentially have interaction with customers reporting the result of the interaction in a process aware information system. Building a performance model for resource management in these processes is difficult since the information required for a performance model is only partially recorded. In this paper we propose a systematic approach for the creation of an event log that is suitable for available process mining tools. This event log is created by an incremental cleansing of data. The proposed approach is evaluated in a case study where the quality of the derived event log i assessed by domain experts.
Item Type:Conference or Workshop Item
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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