Optimization of Business Processes in E-Commerceusing Artificial Intelligence Methods and Algorithms

The paper discusses methods and algorithms of artificial intelligence aimed at automating and optimizing business processes in e-commerce. The possibilities of using artificial intelligence to personalize customer offers, predict consumer behavior and segment customers using machine learning methods are presented. The features of the application of artificial intelligence in such large companies as Amazon, Walmart, OZON and Netflix are analyzed, where it allows improving the accuracy of forecasts and automating decision-making processes. It is proposed to use natural language processing methods and neural networks to automatically generate advertising descriptions of goods, which helps to increase the effectiveness of marketing strategies and reduce costs.

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Publication Details

Journal
Doklady BGUIR
Published
2024-12-28
DOI
https://doi.org/10.35596/1729-7648-2024-22-6-103-111
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

Optimization of Business Processes in E-Commerceusing Artificial Intelligence Methods and Algorithms

E. S. Piskun, D. V. Nuansengsy, E. N. Kotsko
Doklady BGUIR
Big Data and Business Intelligence
article

Optimization of Business Processes in E-Commerceusing Artificial Intelligence Methods and Algorithms

E. S. Piskun, D. V. Nuansengsy, E. N. Kotsko
article en

Abstract

The paper discusses methods and algorithms of artificial intelligence aimed at automating and optimizing business processes in e-commerce. The possibilities of using artificial intelligence to personalize customer offers, predict consumer behavior and segment customers using machine learning methods are presented. The features of the application of artificial intelligence in such large companies as Amazon, Walmart, OZON and Netflix are analyzed, where it allows improving the accuracy of forecasts and automating decision-making processes. It is proposed to use natural language processing methods and neural networks to automatically generate advertising descriptions of goods, which helps to increase the effectiveness of marketing strategies and reduce costs.

Doklady BGUIRVol. 22(6)
Belarusian State University of Informatics and Radioelectronics (BY)
Openalex Percentile: Top 62%
Big Data and Business Intelligence
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