BUSINESS ANALYTICS AS A DATA PROCESSING TOOL
Abstract
Business intelligence is an increasingly important area for organisations looking to compete in the marketplace and improve the efficiency of their business processes. Business intelligence allows organisations to collect, analyse and interpret large amounts of data to gain valuable insights for making informed decisions. This article provides a comprehensive overview of business intelligence as a data processing tool. Key concepts and terms, as well as methodologies and tools used in the process of data analysis, are discussed. The benefits of applying business intelligence in an organisation, such as improving the efficiency of business processes, reducing risks and supporting informed decision-making, are described. Possible challenges are analysed, including data quality, data security, integration of data from different sources, and effective communication of data analysis results between specialists and non-technical employees. Practical recommendations for the implementation of business intelligence in an organisation are provided, including defining strategic goals, assessing the current state, selecting appropriate tools and methodologies, training and developing specialists, and ensuring continuous improvement of business intelligence processes. The author considers the prospects for the development of business intelligence in the context of rapid changes in technology and market conditions. In particular, trends in the field of artificial intelligence, machine learning and big data that may affect the development of business intelligence in the future are discussed.
References
Дмитришин Б. В., Боровий М. В. Бізнес-аналітика та її роль в управлінні конкурентоспроможністю підприємства. Центральноукраїнський науковий вісник. Економічні науки, 2020. Вип. 5 (38). С. 214 – 220.
Гобов Д. А. Сучасне розуміння бізнес-аналізу та його складових в ІТ-проектах. URL: https://www.researchgate.net/publication/346106407_Sucasne_rozuminna_biznes-analizu_ta_jogo_skladovih_v_ITproektah (дата звернення 13.04.2022).
Кузьменко О. Б., Ципліцька О. О., Бізнес-процеси в стратегічному бізнес-плануванні діяльності підприємств сфери послуг. Сучасні проблеми права та інноваційної економіки : зб. наук. пр. НДІ ПЗІР НАПрН України № 3 за матеріалами інтернет-конференції (м. Харків, 26 березня 2021 року) / за ред. А. В. Стріжкової. Харків : НДІ ПЗІР НАП рН України, 2021. С.110-119.
Дербенцев В. Д. Системний аналіз: Навч.-метод. посібник для самост. вивч. дисц. / О. Д. Шарапов, В. Д. Дербенцев, Д. Є. Семьонов – К. : КНЕУ, 2003. – 154 с.
Shchedrina E. System analysis as a tool for making management decisions in business. Modeling and Information Systems in Economics. 2020. No. 99. P. 169–183. DOI: https://doi.org/10.33111/mise.99.15 (accessed 08.04.2024).
Гончаренко Н. Роль комплексного системного аналізу в управлінні підприємством. Економіка та суспільство. 2017. URL: https://economyandsociety.in.ua/journals/12_ukr/113.pdf.
Davenport T. H. Competing on Analytics. Harvard Business Review. 2006. Vol. 84(1). P. 98–107. URL: https://www.researchgate.net/profile/Thomas-Davenport/publication/7327312_Competing_on_Analytics/links/53db93aa0cf216e4210bf84a/Competing-on-Analytics.pdf?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InNpZ251cCIsInBhZ2UiOiJwdWJsaWNhdGlvbiJ9fQ (accessed 03.04.2024).
Barutçu M. T. Big Data Analytics for Marketing Revolution. Journal of Media Critiques. 2017. Vol. 3, no. 11. P. 163–171. URL: https://doi.org/10.17349/jmc117314 (accessed 05.04.2024).
Business Analytics. O’Reilly Online Learning. URL: https://www.oreilly.com/library/view/business-analytics/9781466596092/ (accessed 02.04.2024).
Alex Berson Data Warehousing, Data Mining, and Olap McGraw-Hill, Inc. New York. – N.-Y., USA.
Конкурентна розвідка. 2024. URL:https://www.dnb.com/competitive-intelligence.html.
Готові створити власний список за демографічними характеристиками? 2024. URL: https://www.dataaxleusa.com/lists/consumer-lists/.
Вінничук О. Ю. Концептуальні основи практичного застосування бізнес-аналітики / О. Ю. Вінничук, І. С. Вінничук, Р. Р. Білоскурський Науковий вісник Херсонського державного ун-ту. Серія: Економічні науки. 2022. Вип. 45. С. 69–75.
Alexandropoulos S.-A. N., Kotsiantis S. B., Vrahatis M. N. Data preprocessing in predictive data mining. The Knowledge Engineering Review. 2019. vol. 34. DOI: https://doi.org/10.1017/s026988891800036x (accessed 07.04.2024).
ElRouby A. Data Driven Organizations - A Quick Review. LinkedIn: Log In or Sign Up. URL: https://www.linkedin.com/pulse/data-driven-organizations-quick-review-ahmed-elrouby (accessed 03.04.2024).
What is ERP?. Oracle | Cloud Applications and Cloud Platform. URL: https://www.oracle.com/in/erp/what-is-erp/ (accessed 03.04.2024).
Штучний інтелект в IT-галузі: яким був цей рік та що чекає нас у 2024-му URL: // https://dou.ua/. – 2023. – Режим доступу до ресурсу: https://dou.ua/forums/topic/46850/.
World Internet Users Statistics and 2023 World Population Stats. Internet World Stats - Usage and Population Statistics. URL: https://www.internetworldstats.com/stats.htm (accessed 07.04.2024).
On the Horizon: Nanosatellite Constellations Will Revolutionize the Internet of Things (IoT) URL: // Seattle Journal of Technology, Environmental & Innovation Law Seattle Journal of Technology, Environmental & Innovat. – 2022. – Режим доступу до ресурсу: https://digitalcommons.law.seattleu.edu/cgi/viewcontent.cgi?article=1031&context=sjteil.
Dmytryshyn B. V., Borovyy M. V. (2020) Biznes-analityka ta yiyi rolʹ v upravlinni konkurentospromozhnistyu pidpryyemstva. [Business analytics and its role in managing enterprise competitiveness]. Tsentralʹnoukrayinsʹkyy naukovyy visnyk. Ekonomichni nauky, vol. 5 (38). pp. 214 –220. [in Ukrainian].
Hobov D. A. Suchasne rozuminnya biznes-analizu ta yoho skladovykh v IT-proektakh. [Modern understanding of business analysis and its components in IT projects.] URL:https://www.researchgate.net/publication/346106407_Sucasne_rozuminna_biznesanalizu_ta_jogo_skladovih_v_IT-proektah.
Kuzmenko O. B., Tsyplitska O. O., (2021) Biznes-protsesy v stratehichnomu biznes-planuvanni diialnosti pidpryiemstv sfery posluh. [Business Processes in Strategic Business Planning of Service Companies] Suchasni problemy prava ta innovatsiinoi ekonomiky : zb. nauk. pr. NDI PZIR NAPrN Ukrainy № 3 za materialamy internet-konferentsii (m. Kharkiv, 26 bereznia 2021 roku) / za red. A. V. Strizhkovoi. Kharkiv : NDI PZIR NAP rN Ukrainy. pp.110–119.
Derbentsev V. D. (2003) Systemnyi analiz: [System analysis] Navch.-metod. posibnyk dlia samost. vyvch. dysts. / O. D. Sharapov, V. D. Derbentsev, D. Ye. Semonov – K. : KNEU. – 154 p.
Shchedrina E. (2020) System analysis as a tool for making management decisions in business. Modeling and Information Systems in Economics. no. 99. pp. 169–183. DOI: https://doi.org/10.33111/mise.99.15 (accessed April 08, 2024).
Goncharenko N. (2017) Rol kompleksnogo sistemnogo analіzu v upravlіnnі pіdpriєmstvom [The role of complex system analysis in enterprise management]. Ekonomika ta suspilstvo – Economy and society. Available at: https://economyandsociety.in.ua/journals/12_ukr/113.pdf.
Davenport T. H. (2006) Competing on Analytics. Harvard Business Review. vol. 84(1). pp. 98–107. Available at: https://www.researchgate.net/profile/Thomas-Davenport/publication/7327312_Competing_on_Analytics/links/53db93aa0cf216e4210bf84a/Competing-on-Analytics.pdf?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InNpZ251cCIsInBhZ2UiOiJwdWJsaWNhdGlvbiJ9fQ (accessed April 03, 2024).
Barutçu M. T. (2017) Big Data Analytics for Marketing Revolution. Journal of Media Critiques. vol. 3, no. 11. pp. 163–171. DOI: https://doi.org/10.17349/jmc117314 (accessed April 05, 2024).
Business Analytics. O’Reilly Online Learning. Available at: https://www.oreilly.com/library/view/business-analytics/9781466596092/ (accessed April 02, 2024).
Alex Berson Data Warehousing, Data Mining, and Olap McGraw-Hill, Inc. New York. – N.-Y., USA.
Konkurentna rozvіdka (2024) [Competitive intelligence]. Available at: https://www.dnb.com/competitive-intelligence.html.
Gotovі stvoriti vlasnii spisok za demografіchnimi kharakteristikami?(2024) [Ready to create your own list by demographics?] Available at: https://www.dataaxleusa.com/lists/consumer-lists/.
Vinnychuk O. Yu. (2022) Kontseptualni osnovy praktychnoho zastosuvannia biznes-analityky [Conceptual framework for the practical application of business intelligence] / O. Yu. Vinnychuk, I. S. Vinnychuk, R. R. Biloskurskyi. Naukovyi visnyk Khersonskoho derzhavnoho un-tu. Seriia: Ekonomichni nauky. vol. 45. pp. 69–75.
Alexandropoulos S.-A. N., Kotsiantis S. B., Vrahatis M. N. Data preprocessing in predictive data mining. The Knowledge Engineering Review. 2019. vol. 34. DOI: https://doi.org/10.1017/s026988891800036x (accessed April 07, 2024).
ElRouby A. Data Driven Organizations - A Quick Review. LinkedIn: Log In or Sign Up. URL: https://www.linkedin.com/pulse/data-driven-organizations-quick-review-ahmed-elrouby (accessed April 03, 2024).
What is ERP?. Oracle | Cloud Applications and Cloud Platform. URL: https://www.oracle.com/in/erp/what-is-erp/ (accessed April 03, 2024).
Shtuchnii іntelekt v IT-galuzі: yakim buv tsei rіk ta shcho chekaє nas u 2024-mu (2023) [Artificial intelligence in the IT industry: what was this year like and what awaits us in 2024] URL: https://dou.ua/. https://dou.ua/forums/topic/46850/.
World Internet Users Statistics and 2023 World Population Stats. Internet World Stats - Usage and Population Statistics. URL: https://www.internetworldstats.com/stats.htm (accessed April 07, 2024).
On the Horizon: Nanosatellite Constellations Will Revolutionize the Internet of Things (IoT) [Elektronnii resurs] // Seattle Journal of Technology, Environmental & Innovation Law Seattle Journal of Technology, Environmental & Innovat. 2022. Available at: https://digitalcommons.law.seattleu.edu/cgi/viewcontent.cgi?article=1031&context=sjteil.
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