Investigating the effect of multi-perspective process mining on organization performance
Publish place: 3rd International Conference on Challenges and New Solutions in Industrial Engineering, Management and Accounting
Publish Year: 1401
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
CSIEM03_285
تاریخ نمایه سازی: 14 آذر 1401
Abstract:
Current process mining methods usually only consider the names of activities and the time that activity incurs at runtime, and other aspects of process execution are ignored. In this study, several perspectives have been included for process mining. In addition to the usual one-dimensional view of the control flow, data, resources, time, and functions are also considered. In this research, the multi-perspective technique has been used in a blood infection case study. By examining the model behavior from a data perspective, the discovered guard expression shows that patient who has ۲ SIRS criteria will definitely receive antibiotics and IV fluid. Eventually, we discovered a process model that is understandable and provides a clear insight into patients’ paths for the stakeholders. The results can improve the efficiency of processes by informing about the potential benefits of this method and motivating managers of organizations.
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Authors
Mansour Esmaeilpor
Assistant professor, Computer Engineering Department, Faculty of Engineering, Islamic Azad University, Hamedan, Iran
Seyedeh Samaneh Ranjbargol
Computer Engineering Department, Faculty of Engineering, Islamic Azad University, Hamedan, Iran