Digital Transformation: When Business Processes Become a Neural Network

The article considers analogies between business processes, process architecture and neural networks concepts. The author draws parallels between business processes and neurons, as well as between process architecture and neural networks. It is shown that these analogies allow the application of methods and approaches developed in the field of artificial intelligence to the modelling, analysis and optimisation of business systems. In addition, the relationship between Six Sigma methodology and the tuning and training of artificial neurons is discussed.

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Publication Details

Published
2024-09-23
DOI
https://doi.org/10.1109/qmtisit63393.2024.10762918
Primary Topic
Economic Development and Digital Transformation
Type
article
Field-Weighted Citation Impact
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article

Digital Transformation: When Business Processes Become a Neural Network

Vladimir N. Azarov, Anatoliy V. Chekmarev
Economic Development and Digital Transformation
article

Digital Transformation: When Business Processes Become a Neural Network

Vladimir N. Azarov, Anatoliy V. Chekmarev
article en

Abstract

The article considers analogies between business processes, process architecture and neural networks concepts. The author draws parallels between business processes and neurons, as well as between process architecture and neural networks. It is shown that these analogies allow the application of methods and approaches developed in the field of artificial intelligence to the modelling, analysis and optimisation of business systems. In addition, the relationship between Six Sigma methodology and the tuning and training of artificial neurons is discussed.

Russian University of Transport (RU), Moscow State Institute of International Relations (RU)
Openalex Percentile: Top 61%
Economic Development and Digital Transformation
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Digital Transformation: When Business Processes Become a Neural Network — Vladimir N. Azarov, Anatoliy V. Chekmarev · (2024) | TGRS Research Map | TGRS