Automation of integrated business analysis for SME organizations based on MS POWER BI

Silakova, L.V.; Maharramov, P.A.; Semkina, M.A.

doi:10.17586/2310-1172-2019-12-3-101-108

Cited by 2 publications

(1 citation statement)

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“…BI (or Business Intelligence) systems are special software that systematizes, analyzes and visualizse a large amount of data, regardless of their origin [16]. Power BI is one of such services.…”

Section: Fig 1 Power Bi Dashboard (Sample)mentioning

confidence: 99%

Intelligent Automation of Student Performance Assessment based on Cloud Services

Cai

Garnova

Filippova

et al. 2021

Int. J. Emerg. Technol. Learn.

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The purpose of the study is to analyze the modern approach to the student performance assessment system and propose options for its improvement by automating the student result processing system. An experiment to analyze the implementation of an automated student result processing system based on the Power BI service developed by Microsoft and compare the results of the control and experimental groups was conducted at Sechenov University and the Capital University of Economics and Business. In total, 12 departments took part in the experiment (there were 6 departments that used the Power BI service and 6 departments that relied on the electronic university journal). The group that worked with Microsoft Power BI received visual results of student performance, which graphically displayed the dynamics. In turn, the group that created analytics with the help of the electronic university journal could not see most indicators of the student performance dynamics; in addition, it took 6 times more time to create such incomplete analytics compared to the analysis performed in the Power BI service. The practice of other educational institutions and organizations has shown that automation tools are being actively implemented at universities; however, the experience of using Microsoft Power BI in the educational environment is quite limited due to its recent introduction.

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Section: Fig 1 Power Bi Dashboard (Sample)mentioning

confidence: 99%

Intelligent Automation of Student Performance Assessment based on Cloud Services

Cai

Garnova

Filippova

et al. 2021

Int. J. Emerg. Technol. Learn.

View full text Add to dashboard Cite

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Improving the organization of cost analysis in a digital environment

Voronova

Vekshina

2023

Èkonomika i upravlenie

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Aim. The presented study aims to substantiate the need to use digital technologies in analytics to make effective management decisions and ensure cost reduction.Tasks. The authors determine the place of a digital analytics platform in cost analysis; identify key factors in the implementation of the platform; describe the capabilities of the tools provided by the analytics platform and how they can be used in the cost management process.Methods. This study uses general scientific methods; the results are summarized through tabular and graphical presentation; four groups of data analysis methods (descriptive and diagnostic analytics, predictive and prescriptive analytics) are identified; within each group, special methods of cost analysis (management analysis methods and advanced analytics methods) are indicated, which can be automated using an analytics platform.Results. It is found that the introduction of an analytics platform transforms the structure of time costs associated with performing analytical work, freeing up working time for solving other management tasks. It is established that analytics platforms are flexible and can find highly specialized solutions due to a wide range of tools and methods implemented on the basis of the platform. The selection of tools and methods depends on the tasks set as part of the cost analysis. Acceptable options for using advanced analytics tools within the framework of cost management are formulated.Conclusions. The analytical platform serves as a tool that improves the quality of data processing necessary for making effective management decisions. Comprehensive application of traditional cost analysis tools and advanced analytics facilitates the effective search for new opportunities for optimizing business processes, which is an urgent task in the context of uncertainty and limited resources. Considering the importance of the functions performed by the tools of the analytics platform and in connection with the withdrawal of foreign leaders in the field of business analytics from the Russian market due to sanctions, domestic vendors of analytical systems are faced with the challenge of further improving software products that should be on par with their foreign analogs in terms of functionality.

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Automation of integrated business analysis for SME organizations based on MS POWER BI

Cited by 2 publications

References 0 publications

Intelligent Automation of Student Performance Assessment based on Cloud Services

Intelligent Automation of Student Performance Assessment based on Cloud Services

Improving the organization of cost analysis in a digital environment

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