scholarly journals Methods of Machine-Aided Training in Small Business: Content and Management

Author(s):  
S. A. Tishchenko ◽  
M. A. Shakhmuradian

The article provides key characteristics of standard methods of machine-aided training used by companies in operative business processes. Within the frames of home orientation to the innovation business development, digital economy and infrastructure for data storage the human factor becomes essential. The use of methods of artificial intellect by employees of small enterprises faces obstacles that imply personnel ignorance concerning strategic functionality of available today algorithms of business processes. Small commercial enterprises encounter the problem that they do not know the key instrumental principles of functioning and use of machine-aided training algorithms. At the same time business processes of the enterprise could be seriously improved through implementing algorithms of machine-aided training. The authors conducted a formal and analytical review of potential means for small business optimization. They described types of algorithms and models of machine-aided training, such as multiple regressive model, logistic regression, etc., as well as instrumental problems of their use by enterprise analysts and developers. Recommendations were prepared aimed at use of these models in order to raise the efficiency of small commercial enterprises.  

2016 ◽  
Author(s):  
Gabor Terstyanszky ◽  
Tamas Kiss ◽  
Ahmet Ozkok ◽  
Veysi Isler

Simulating the efficiency of business processes could reveal crucial bottlenecks for manufacturing companies and could lead to significant optimizations resulting in decreased time to market, more efficient resource utilization, and larger profit. While such business optimization software is widely utilized by larger companies, SMEs typically do not have the required expertise and resources to efficiently exploit these advantages. The aim of this work is to explore how simulation software vendors and consultancies can extend their portfolio to SMEs by providing business process optimization based on a cloud computing platform. By executing simulation runs on the cloud, software vendors and associated business consultancies can get access to large computing power and data storage capacity on demand, run large simulation scenarios on behalf of their clients, analyze simulation results, and advise their clients regarding process optimization. The solution is mutually beneficial for both vendor/consultant and the end-user SME. End-user companies will only pay for the service without requiring large upfront costs for software licenses and expensive hardware. Software vendors can extend their business towards the SME market with potentially huge benefits.


2021 ◽  
Author(s):  
Jelena Wen

Indonesia during the pandemic restored the economy by increasing SMEs. This ultimately leads to an increase in the economy and creativity of the Indonesian people. This increase and interest need to be developed with support from the government and ease of access so that business processes can be run smoothly and more widely. A SWOT analysis is needed to make it easier for SMEs to understand what strategies are needed to run a small business so that it can become a big business.


2016 ◽  
Author(s):  
Gabor Terstyanszky ◽  
Tamas Kiss ◽  
Ahmet Ozkok ◽  
Veysi Isler

Simulating the efficiency of business processes could reveal crucial bottlenecks for manufacturing companies and could lead to significant optimizations resulting in decreased time to market, more efficient resource utilization, and larger profit. While such business optimization software is widely utilized by larger companies, SMEs typically do not have the required expertise and resources to efficiently exploit these advantages. The aim of this work is to explore how simulation software vendors and consultancies can extend their portfolio to SMEs by providing business process optimization based on a cloud computing platform. By executing simulation runs on the cloud, software vendors and associated business consultancies can get access to large computing power and data storage capacity on demand, run large simulation scenarios on behalf of their clients, analyze simulation results, and advise their clients regarding process optimization. The solution is mutually beneficial for both vendor/consultant and the end-user SME. End-user companies will only pay for the service without requiring large upfront costs for software licenses and expensive hardware. Software vendors can extend their business towards the SME market with potentially huge benefits.


Author(s):  
Igor Ponomarenko ◽  
Kateryna Volovnenko

The subject of the research is a set of approaches to the statistical analysis ofthe activities of small business entities in Ukraine, including micro-enterprises. The purpose of writing this article is to study of the features of functioningof small business entities in Ukraine. Methodology. The research methodology isto use a system-structural and comparative analysis (to study the change in thenumber of small enterprises by major components); monographic (when studyingmethods of statistical analysis of small businesses); economic analysis (when assessing the impact of small business entities on socio-economic phenomena andprocesses in Ukraine). The scientific novelty consists to determine the features ofthe functioning of small businesses in Ukraine in modern conditions. The influenceof the activities of the main socio-economic and political indicators on the activities of small enterprises in recent periods of time has been identified. It has beenestablished that there is flexibility in the development of strategies by small businesses in conditions of significant competition, which makes it possible to quicklyrespond to changing situations in specific markets. Conclusions. The use of acomprehensive statistical analysis of small businesses functioning in Ukraine willallow government agencies to develop a set of measures to optimize the activitiesof these enterprises, which ultimately will positively affect the strengthening oftheir competitiveness and will contribute to the growth of the national economicsystem.


2021 ◽  
Vol 18 ◽  
pp. 569-580
Author(s):  
Kateryna Kraus ◽  
Nataliia Kraus ◽  
Oleksandr Manzhura

The purpose of the research is to present the features of digitization of business processes in enterprises as a foundation on which the gradual formation of Industry 4.0 and the search for economic growth in new virtual reality, which has every chance to be a decisive step in implementing digital strategy for Ukraine and development of the innovation ecosystem. Key problems that arise during the digitalization of business processes in enterprises are presented, among which are: the historical orientation of production to mass, “running” sizes and large batches; large-scale production load; the complexity of cooperation and logic between production sites. It is determined that high-quality and effective tools of innovation-digital transformation in the conditions of virtual reality should include: a single system of on-line order management for all enterprises (application registration – technical expertise – planning – performance control – shipment); Smart Factory, Predictive Maintenance, IIoT, CRM, SCM. Features of digital transformation in the part of formation of enterprises of the ecosystem of Industry 4.0 are revealed. The capabilities and benefits of using Azure cloud platform in enterprises, which includes more than 200 products and cloud services, are analyzed. Azure is said to support open source technologies, so businesses have the ability to use tools and technologies they prefer and are more useful. After conducting a thorough analysis of the acceleration of deep digitalization of business processes by enterprises, authors proposed to put into practice Aruba solution for tracking contacts in the fight against COVID-19. Aruba technology helps locate, allowing you to implement flexible solutions based on Aruba Partner Ecosystem using a USB interface. It is proposed to use SYNTEGRA – a data integration service that provides interactive analytics and provides data models and dashboards in order to accelerate the modernization of data storage and management, optimize reporting in the company and obtain real-time analytics. The possibilities of using Azure cloud platform during the digitization of business processes of enterprises of the ecosystem of Industry 4.0 in the conditions of virtual reality are determined.


2018 ◽  
Vol 6 ◽  
pp. 309-313 ◽  
Author(s):  
Anzhela Litvinova ◽  
Denis Paleev

This article analyzes the situation of innovative approaches to building business processes and interaction between universities, the government,  and representatives of the business environment. A methodology is proposed by the authors for calculating the feasibility of government support for small innovative enterprises (SIEs) as independent small business entities organized at higher educational institutions of the Russian Federation, the activities of which are aimed at research, development, implementation, and commercialization.The importance and role of small innovative entrepreneurship in the economy of the country and large cities is becoming the main world trend. Russia is trying to match its innovation strategy in small business, but the success is, unfortunately, still negligible. On the part of the government, millions of rubles are allocated to support small innovative entrepreneurship, as well as the construction of technology parks, the creation of business incubators, technological laboratories, and platforms being organized at universities in order to ensure the implementation of innovative projects. In accordance with the Federal Law of the Russian Federation No. 217-FL of August 2, 2009, universities were able to register small innovative enterprises on their territory as independent small businesses in the sphere of innovative development, whose activities are focused mainly on the commercialization of intellectual property objects and their active promotion in the market.Nevertheless, the implementation of new technologies and know-how is associated with greater risks of SIEs and needs a methodical approach to assess the appropriateness of providing government support to such enterprises. We are going to consider and calculate the indicator of the feasibility of government support for a small innovative enterprise in the amount of 50 million rubles for a period of five years for its development and will prove the increase in the efficiency of the enterprise and the possibilities for its development through the government support mechanisms for innovations.


10.23856/3204 ◽  
2019 ◽  
Vol 32 (1) ◽  
pp. 38-46
Author(s):  
Ievgeniia Mishchuk ◽  
Olha Serdiuk

The development potential of any enterprise is due to its economic security. Support for economic security should be implemented with the help of reliable tools for monitoring and evaluating the efficiency level of its system mechanisms. Ensuring economic security will be as stable as possible if the reference points that indicate the optimal trajectory of business processes control are able to take into account all significant influence factors. Such reference points are indicators for evaluating business operations and economic security. It is important for the indicator to have in its structure all the significant influence factors. The criteria of business processes functioning efficiency used as such reference points have been analyzed in the paper. Main universal influence factors that have to be present in the business process and economic security assessment indicator expression are identified. The definitions of a business process are analyzed, the key characteristics of the definitions are identified, and the author's vision of the essence of the concept is proposed in the light of the prospects for further research.


Author(s):  
Alina V. Agzamova ◽  
Alena E. Zaborovskaya

In modern economic conditions, the state of small business is an indicator that reflects the dynamics of the development of the main socio-economic trends occurring in the country. In return, the current crisis phenomena have a negative impact on the development of small business, which contributes to the formation of the middle class, which makes up a significant part of the economically active population of the country. Despite all the measures provided by the government of the Russian Federation (tax holidays, subsidies, reduction of the tax burden due to the introduction of special tax regimes, etc.), the number of small businesses is decreasing. This article analyzes the current state of the state’s tax policy in relation to small enterprises, examines the issues of taxation of small enterprises in Russia, and identifies the main trends and disadvantages of taxation of small businesses. The most complex and urgent problems of functioning and further development of small businesses are identified and characterized. Statistical data on the dynamics and structure of small businesses by type of economic activity in Russia, the dynamics of the tax burden on small businesses, and tax revenues to the budget of the Russian Federation are presented and analyzed. The article substantiates the need to reform the tax system as a necessary measure to support small businesses, designed to improve and accelerate the dynamics of socio-economic development of the state.


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