Journal article

Process mining using BPMN: relating event logs and process models

Anna A Kalenkova, Wil MP van der Aalst, Irina A Lomazova, Vladimir A Rubin

SOFTWARE AND SYSTEMS MODELING | SPRINGER HEIDELBERG | Published : 2017

Abstract

Process-aware information systems (PAIS) are systems relying on processes, which involve human and software resources to achieve concrete goals. There is a need to develop approaches for modeling, analysis, improvement and monitoring processes within PAIS. These approaches include process mining techniques used to discover process models from event logs, find log and model deviations, and analyze performance characteristics of processes. The representational bias (a way to model processes) plays an important role in process mining. The BPMN 2.0 (Business Process Model and Notation) standard is widely used and allows to build conventional and understandable process models. In addition to the ..

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Grants

Awarded by Russian Fund for Basic Research


Funding Acknowledgements

This work is supported by the Scientific Fund of the National Research University Higher School of Economics and is supported by Russian Fund for Basic Research (Project 15-37-21103).