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Data mining in business process research and modeling tasks

Dumbrays Krystyna   (PHD in biology, senior lecturer, International University “Dubna”, city of Dubna)

Dvoynova Anastasiya   (International University “Dubna”, city of Dubna)

This thesis presents a survey of the tools of process mining to improve the effectiveness of the process approach to management in the organization. Information system collecting messages from the organization's information systems, converting them into a single business process event log, and then extracting the restored and real business process model from the event logs is being constructed. With the help of the process modeling based on various algorithms, it is possible to study several process parameters - repetition rate, execution time, cycles and various anomalies.

Keywords:process mining, event log, process detection, quality of the model.
 

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Citation link:
Dumbrays K. , Dvoynova A. Data mining in business process research and modeling tasks // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2022. -№08. -С. 74-80 DOI 10.37882/2223-2966.2022.08.15
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