• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Articles
  • Автоматизация процесса принятия решений с использованием BI-инструментов
  • RU
  • EN
Расширенный поиск
Высшая школа экономики
Национальный исследовательский университет
Priority areas
  • business informatics
  • economics
  • engineering science
  • humanitarian
  • IT and mathematics
  • law
  • management
  • mathematics
  • sociology
  • state and public administration
by year
  • 2027
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • 2021
  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011
  • 2010
  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • 1993
  • 1992
  • 1991
  • 1990
  • 1989
  • 1988
  • 1987
  • 1986
  • 1985
  • 1984
  • 1983
  • 1982
  • 1981
  • 1980
  • 1979
  • 1978
  • 1977
  • 1976
  • 1975
  • 1974
  • 1973
  • 1972
  • 1971
  • 1970
  • 1969
  • 1968
  • 1967
  • 1966
  • 1965
  • 1964
  • 1963
  • 1958
  • More
Subject
News
May 22, 2026
HSE Graduates AI Project Wins at TECH & AI Awards
Daria Davydova, graduate of the HSE Graduate School of Business and Head of the AI Implementation Unit at the Artificial Intelligence Department of Alfa-Bank, received a prize at the TECH & AI Awards. She was awarded for the best AI solution for optimising business processes. The winners were determined as part of the VII Russian Summit and Awards on Digital Transformation (CDO/CDTO Summit & Awards).
May 20, 2026
HSE University Opens First Representative Office of Satellite Laboratory in Brazil
HSE University-St Petersburg opened a representative office of the Satellite Laboratory on Social Entrepreneurship at the University of Campinas in Brazil. The platform is going to unite research and educational projects in the spheres of sustainable development, communications and social innovations.
May 18, 2026
The 'Second Shift' Is Not Why Women Avoid News
Women are more likely than men to avoid political and economic news, but the reasons for this behaviour are linked less to structural inequality or family-related stress than to personal attitudes and the emotional perception of news content. This conclusion was reached by HSE researchers after analysing data from a large-scale survey of more than 10,000 residents across 61 regions of Russia. The study findings have been published in Woman in Russian Society.

 

Have you spotted a typo?
Highlight it, click Ctrl+Enter and send us a message. Thank you for your help!

Publications
  • Books
  • Articles
  • Chapters of books
  • Working papers
  • Report a publication
  • Research at HSE

?

Автоматизация процесса принятия решений с использованием BI-инструментов

Известия Санкт-Петербургского государственного электротехнического университета ЛЭТИ. 2021. № 10. С. 76–85.
Саляхова Д. Р., Panfilov P., Горшков Г. С.

The paper is devoted to the development of methods and tools for automating the decision process using BI tools at various stages of management. The stages of the decision process and business analytics are analyzed and an architectural solution for integrating these processes into a flexible methodology is proposed, practical business cases for implementing this architecture in various business segments with their own specifics of data and information systems are worked out. The paper consists of 3 parts. The first section discusses the basics of the management decision process, highlights the main stages of this process, as well as the possibilities of its automation. The second section describes in detail the business intelligence tools in the context of the business analysis stages, as well as the indicators used. The last section provides a practical example – a business case of a telecommunications company – the application of the proposed architecture to support the decision-making process using the described tools and methods.

Research target: Engineering and Technology Computer Science Economics and Management
Language: Russian
Text on another site
Keywords: бизнес-аналитикабизнес-интеллектbusiness intelligenceпроцесс принятия решений decision-making processbusiness analyticsautomation techniquesметоды автоматизации
Similar publications
Проблемы интеграции культурного наследия в креативные индустрии Республики Тыва
Novikova A., Монгуш В. Р., Креативные индустрии. Россия. НИУ ВШЭ 2026 Т. 2 № 1 С. 23–41
This article analyzes the historical and cultural background, as well as the current situation and development prospects of the creative industries ecosystem in the Republic of Tuva. A comparative analysis of this remote, subsidized region and its neighbors, the Sakha Republic (Yakutia) and Krasnoyarsk Krai, revealed its strengths, vulnerabilities, and strategies of young creative professionals ...
Added: May 21, 2026
АНАЛИЗ ИННОВАЦИОННОЙ ИНФРАСТРУКТУРЫ ВУЗОВ РОССИИ
Zizin A., Plotnikov S., Деева В. В. et al., Инновации и инвестиции 2025 № 6 С. 36–39
The article is devoted to the study of the innovative infrastructure of Russian universities. The importance of developing innovative infrastructure, the practice of their formation (using the example of the country's leading universities) is studied. A classification of infrastructure objects is given and the effectiveness of their use in the practice of Russian universities is ...
Added: May 21, 2026
АНАЛИЗ НАПРАВЛЕНИЙ ИННОВАЦИОННОГО РАЗВИТИЯ СРЕДСТВ ИЗМЕРЕНИЙ В РОССИЙСКОЙ ФЕДЕРАЦИИ
Plotnikov S., Альманах современной метрологии 2024 № 2 (38) С. 140–149
The results of the analysis of data collected by the method of expert questioning of Russian scientific metrological institutes’ employees, as well as buyers of measuring instruments, are presented. ...
Added: May 21, 2026
ТЕХНОЛОГИИ В КОРПОРАТИВНОМ ИННОВАЦИОННОМ ПРЕДПРИНИМАТЕЛЬСТВЕ
Plotnikov S., Деева В. В., Тенденции развития науки и образования 2023 № 102-2 С. 113–120
In the scientific article are considered the main technologies of corporate innovative entrepreneurship. Each technology is examined separately, which allows for understanding the purposefulness of using each tool in practice at your company. ...
Added: May 21, 2026
ЦИКЛЫ КИТЧИНА И СУЩНОСТЬ ИХ ПРОЯВЛЕНИЯ
Plotnikov S., Деева В. В., Деева А. В., Тенденции развития науки и образования 2023 № 102-2 С. 64–67
Short-term cyclicity in modern economic systems is caused by a number of factors, including insufficient information. Information about the state of the market, supply and demand is received with a delay due to the processes of its collection, processing and dissemination. The time lag in obtaining information affects the business activity of enterprises, since they ...
Added: May 21, 2026
АНАЛИЗ СОДЕРЖАНИЯ ФЕДЕРАЛЬНОГО ИНФОРМАЦИОННОГО ФОНДА ПО ОБЕСПЕЧЕНИЮ ЕДИНСТВА ИЗМЕРЕНИЙ В ЧАСТИ ОСЦИЛЛОГРАФОВ
Plotnikov S., Апрелев А. В., Апрелева М. А. et al., Альманах современной метрологии 2022 № 2 (30) С. 94–101
The results of the analysis of data from the Federal Information Fund for Ensuring the Uniformity of Measurements in terms of oscilloscopes are presented. ...
Added: May 21, 2026
Кадровый потенциал цифровой трансформации машиностроения. Мониторинг цифровой трансформации бизнеса. Выпуск №4
Abashkin V., Abdrakhmanova G., Bogdanov T. et al., М.: НИУ ВШЭ, 2026.
Институт статистических исследований и экономики знаний НИУ ВШЭ изучает аспекты цифровой трансформации машиностроения, в том числе оценивает необходимый для этого ресурсный, в частности кадровый, потенциал организаций отрасли. Эмпирической базой для анализа послужили результаты обследования более 1,7 тыс. организаций машиностроения, проведенного в 2025 г. в рамках Мониторинга цифровой трансформации бизнеса. К машиностроению отнесены производители: компьютеров, электронных и оптических изделий (код по ОКВЭД2 — 26); электрооборудования (27); ...
Added: May 21, 2026
Цифровая трансформация машиностроения. Мониторинг цифровой трансформации бизнеса. Выпуск №3
Abashkin V., Abdrakhmanova G., Bogdanov T. et al., М.: НИУ ВШЭ, 2026.
Институт статистических исследований и экономики знаний НИУ ВШЭ изучает аспекты цифровой трансформации машиностроения, в том числе оценивает текущий уровень использования цифровых технологий и перспективный спрос на них. Эмпирической базой для анализа послужили результаты обследования более 1,7 тыс. организаций машиностроения, проведенного в 2025 г. в рамках Мониторинга цифровой трансформации бизнеса. К машиностроению отнесены производители: компьютеров, электронных и оптических изделий (код по ОКВЭД2 — 26); электрооборудования (27); машин и оборудования, не включенных в другие ...
Added: May 21, 2026
Кадровый потенциал цифровой трансформации химической промышленности. Мониторинг цифровой трансформации бизнеса. Выпуск №2
Abashkin V., Abdrakhmanova G., Bogdanov T. et al., М.: НИУ ВШЭ, 2026.
Институт статистических исследований и экономики знаний НИУ ВШЭ изучает аспекты цифровой трансформации химической промышленности, в том числе оценивает необходимый для этого ресурсный, в частности кадровый, потенциал организаций отрасли. Эмпирической базой для анализа послужили результаты обследования более тысячи организаций химической промышленности, проведенного в 2025 г. в рамках Мониторинга цифровой трансформации бизнеса. К химпрому отнесены в соответствии с ОКВЭД2 производители: химических веществ и химических продуктов (код по ОКВЭД2 — 20); лекарственных средств ...
Added: May 21, 2026
Цифровая трансформация химической промышленности. Мониторинг цифровой трансформации бизнеса. Выпуск №1
Abashkin V., Abdrakhmanova G., Bogdanov T. et al., М.: НИУ ВШЭ, 2026.
Институт статистических исследований и экономики знаний НИУ ВШЭ изучает аспекты цифровой трансформации химической промышленности, в том числе оценивает текущий уровень использования цифровых технологий и перспективный спрос на них. Эмпирической базой для анализа послужили результаты обследования более тысячи организаций химической промышленности, проведенного в 2025 г. в рамках Мониторинга цифровой трансформации бизнеса. К химпрому отнесены в соответствии с ОКВЭД2 производители: химических веществ и химических продуктов (код по ОКВЭД2 — 20); лекарственных средств и материалов, ...
Added: May 21, 2026
ИТ-отрасль в 2025 году: обзор деловых тенденций
Lola I. S., Asoskov D., [б.и.], 2026.
Центр конъюнктурных исследований Института статистических исследований и экономики знаний НИУ ВШЭ представляет информационный обзор, характеризующий деловые тенденции, сложившиеся в отрасли информационных технологий (ИТ-отрасль) в 2025 г. Работа базируется на результатах ежегодного специализированного конъюнктурного мониторинга деловой и цифровой активности около 700 организаций, оказывающих информационно-технологические услуги (код по ОКВЭД 2 – 62, 63). Мониторинг проводился АНО ИИЦ «Статистика России» по заказу ...
Added: May 20, 2026
Индекс экономического настроения (ИЭН ВШЭ) в I квартале 2026 года
Lola I. S., Ostapkovich G. V., Asoskov D. et al., ИСИЭЗ НИУ ВШЭ, 2026.
Центр конъюнктурных исследований Института статистических исследований и экономики знаний Национального исследовательского университета «Высшая школа экономики» подготовил информационно-аналитический материал, характеризующий экономические настроения российских предпринимателей и потребителей в I кв. 2026 г. - «Индекс экономического настроения (ИЭН ВШЭ)». Информационная база мониторинга содержит накопленную за 1998-2026 гг. категориальную статистику «балансов мнений», базирующуюся на ответах респондентов. Такая «мягкая» качественная статистика ...
Added: May 20, 2026
Developing a financial sustainability Index (FSI) for export-oriented manufacturing firms: A panel-based early warning framework
Кумар В., MSW Management 2026 Vol. 36 No. 1s P. 1746–1753
This study explores how profitability, export efficiency, and cost functionality correlated with the financial sustainability index (FSI) for Indian manufacturing companies and the development of the early warning system. The study was conducted on 50 Indian manufacturing companies those participate in the export business, whose data has been collected for the nine quarters from 2023 ...
Added: May 19, 2026
ML-based Fast Simulation of FARICH Responses
Shipilov F., Barnyakov A., Ivanov A. et al., / Series Physics "arxiv.org". 2026.
A fast simulation of the detector response is a vital task in high-energy physics (HEP). Traditional Monte-Carlo methods form the backbone of modern particle physics simulation software but are computationally expensive. We present a machine-learning-based approach to fast simulation of the Focusing Aerogel Ring Imaging Cherenkov (FARICH) detector response. Given a particle track and momentum, ...
Added: May 19, 2026
The crowd is your ace: Playing FMCG’s internationalization game
Tekic A., Nguen C. M., Business Horizons 2026 Article In Press, Journal Pre-proof
Fast-moving consumer goods (FMCG) firms face intense pressure to internationalize, yet the traditional playbook—lengthy R&D cycles, costly market research, and standardized campaigns—often struggles to deliver local relevance at speed. This article argues that crowdsourcing—digitally mediated, large-scale consumer participation—can complement established internationalization tools by mobilizing local knowledge and community endorsement to mitigate key aspects of the ...
Added: May 19, 2026
Business Creativity and Circular Economy
Ulanov V. L., Springer, 2026.
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, ...
Added: May 19, 2026
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations)
Association for Computational Linguistics, 2026.
Added: May 19, 2026
The effect of agglomeration and transport on labour productivity in Saint Petersburg metropolitan area
Semerikova E. V., Салов А. И., The Journal of the New Economic Association 2026 Vol. 1 No. 70 P. 221–237
In this paper, we assess the extent of agglomeration externalities that mirror on labour productivity gains while accounting for the direct and indirect effects of transportation exposure. To this end we combine data on the local average wage and employment with comprehensive information on the public transportation and road networks of the Saint Petersburg Metropolitan Area, one of the ...
Added: May 19, 2026
Dataset of solubility values for organic compounds in binary mixtures of solvents at various temperatures
Bezzubov S., Malikov D., Krasnov L. et al., Scientific data 2026 Vol. 13 Article 727
Solubility is a crucial property of organic compounds, impacting their potential applications in synthetic chemistry, materials science and drug design. Moreover, in technological processes mixtures of solvents are often utilized, making the solubility assessment more complicated. Predicting solubility values in mixtures of solvents from a molecular structure can help to address this issue, although a ...
Added: May 19, 2026
Aerokinesis: An IoT-Based Vision-Driven Gesture Control System for Quadcopter Navigation Using Deep Learning and ROS2
Pikalov V., Meshcheryakov V., Kondratev S. et al., Technologies 2026 Vol. 14 No. 1 P. 1–27
This paper presents Aerokinesis, an IoT-based software–hardware system for intuitive gesture-driven control of quadcopter unmanned aerial vehicles (UAVs), developed within the Robot Operating System 2 (ROS2) framework. The proposed system addresses the challenge of providing an accessible human–drone interaction interface for operators in scenarios where traditional remote controllers are impractical or unavailable. The architecture comprises ...
Added: May 19, 2026
Business Process Management Workshops. BPM 2023 International Workshops, Utrecht, The Netherlands, September 11–15, 2023, Revised Selected Papers
Switzerland: Springer, 2024.
This book constitutes revised papers from the International Workshops held at the 21st International Conference on Business Process Management, BPM 2023, in Utrecht, The Netherlands, during September 2023. Papers from the following workshops are included: • 7th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2023) • 7th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT ...
Added: January 17, 2024
Data Analysis and Optimization. In Honor of Boris Mirkin's 80th Birthday
Springer, 2023.
This book presents the state-of-the-art in the emerging field of data science and includes models for layered security with applications in the protection of sites—such as large gathering places—through high-stake decision-making tasks. Such tasks include cancer diagnostics, self-driving cars, and others where wrong decisions can possibly have catastrophic consequences. Additionally, this book provides readers with ...
Added: August 31, 2023
Intelligent Decision Technologies. Proceedings of the 15th KES-IDT 2023 Conference
Singapore: Springer, 2023.
This volume contains the proceedings of the 15th International KES Conference on Intelligent Decision Technologies (KES-IDT 2023). The conference was held in Rome, from 14 to 16 of June, 2023. The KES-IDT is an international annual conference organized by KES International. The KES Conference on Intelligent Decision Technologies belongs to a sub-series of the KES Conference series. The KES-IDT provides space ...
Added: June 7, 2023
Agile Business Intelligence for Data-Driven Decision-Making Process Automation
Diana Salyakhova, Peter Panfilov, , in: Towards Industry 5.0. Selected Papers from ISPR2022, October 6–8, 2022, Antalya.: Switzerland: Springer, 2023. Ch. 6 P. 65–74.
In an era of digitalization many companies face the challenge of making prompt and viable management decisions. Decision Automation aided with Business Intelligence provides dramatical improvements to the quality and efficiency of management decisions, as well as business processes modelling and analysis. The aim of this paper is to develop methods and tools for automation ...
Added: March 6, 2023
  • About
  • About
  • Key Figures & Facts
  • Sustainability at HSE University
  • Faculties & Departments
  • International Partnerships
  • Faculty & Staff
  • HSE Buildings
  • HSE University for Persons with Disabilities
  • Public Enquiries
  • Studies
  • Admissions
  • Programme Catalogue
  • Undergraduate
  • Graduate
  • Exchange Programmes
  • Summer University
  • Summer Schools
  • Semester in Moscow
  • Business Internship
  • Research
  • International Laboratories
  • Research Centres
  • Research Projects
  • Monitoring Studies
  • Conferences & Seminars
  • Academic Jobs
  • Yasin (April) International Academic Conference on Economic and Social Development
  • Media & Resources
  • Publications by staff
  • HSE Journals
  • Publishing House
  • iq.hse.ru: commentary by HSE experts
  • Library
  • Economic & Social Data Archive
  • Video
  • HSE Repository of Socio-Economic Information
  • HSE1993–2026
  • Contacts
  • Copyright
  • Privacy Policy
  • Site Map
Edit