scholarly journals Theoretical Principles of Implementation and Use of Modern Technologies of Intellectual Data Analysis in Economy

2020 ◽  
Vol 25 (1) ◽  
pp. 27-32
Author(s):  
Alexandr Burlakov ◽  
◽  
Irina Mushenyk ◽  
Keyword(s):  
Data Mining ◽  
Information Systems ◽  
Theoretical Calculations ◽  
Synthetic Data ◽  
Practical Significance ◽  
Mining System ◽  
Research Results ◽  
Theoretical Substantiation ◽  
Business Entities ◽  
Modern Technologies

Abstract. The aim of the article is to study the theoretical foundations of the introduction and use of modern technologies of data mining in the economy of Ukraine. Research methodology. The theoretical and methodological basis of the article were the works of leading foreign and domestic scientists on the evaluation of the effectiveness of the implementation and use of data mining technologies. Achieving this goal was carried out using the following scientific techniques and research methods: monographic (in reviewing and studying the literature on evaluating the effectiveness of data mining technologies), analysis and synthesis (for research and generalization of research results); logical-theoretical and dialectical (to form the conclusions of the study). In the process of research, the substantiation of theoretical calculations and conclusions was carried out on the basis of system-functional and structural approaches to the analysis of information flows and control systems of data mining technologies. The information base of the study is articles and monographs, including those posted on web pages. Results of the research. The theoretical bases of functioning of modern technologies of data mining in the information economy are systematized, and also questions of the basic directions of application of the Data Mining system are analyzed, namely as a mass product for business applications and as a tool for unique researches. Scientific novelty of research results. It consists in the theoretical substantiation of possibilities of introduction and application of modern technologies of intellectual analysis, in various branches of economy, as effective tools of providing the timely information for the management of business entities on the basis of which it is possible to make qualitative administrative decisions. The practical significance of the research results. The obtained results can be used for further prospective research of information systems of economic entities, which are created on the basis of modern data mining systems, as well as in the implementation of computerization tools for analytical and synthetic data processing of information systems in the enterprise. Keywords: information system; data mining; information technology; data mining.

scholarly journals Implementation of information accounting systems

Ekonomika APK ◽  
2020 ◽  
Vol 313 (11) ◽  
pp. 74-79
Author(s):  
Hanna Skyba ◽  
Oksana Tsimoshynska ◽  
Inna Bezhenar
Keyword(s):  
Information Systems ◽  
System Analysis ◽  
Accounting Information ◽  
Information Resource ◽  
Information Support ◽  
Practical Significance ◽  
Enterprise Information ◽  
Accounting Systems ◽  
Accounting Information Systems ◽  
Business Entities

The purpose of the article is to define accounting information systems as an element of enterprise information resource management, compare the criteria for the content of regulated (financial) and management reporting for the formation of an enterprise information resource. Research methods. General and special methods of scientific knowledge were used: system approach and system analysis (in determining the essence and basic elements of the assessment of information flows); historical and logical method (in the study of the formation, development and development of theoretical and methodological provisions for the formation and implementation of information accounting systems); analysis and synthesis (when developing proposals for the implementation of accounting information systems in the practical activities of the enterprise); monographic (when assessing the results of adaptation of employees of the enterprise, who should be responsible for the implementation of the platform). Research results. The great importance of the obtained theoretical and practical developments on the formation and use of information accounting systems as the basis for the formation of an enterprise information resource for the development of accounting theory and the introduction of its provisions into the practical activities of business entities has been proved. A number of practical situations that may accompany the implementation of information accounting systems for information support of effective management are stated. Scientific novelty. Review of the possibility of choosing an information platform on which the collection, processing and transmission of information will be carried out in order to make management decisions. Practical significance. The necessity of introducing accounting information systems at the enterprise is substantiated with the prediction of a number of methodological measures for the division of information, depending on its discreteness. It also identified the need to foresee a number of organizational paths for the implementation of platforms. Figs.: 1. Refs.: 12.

Formation and implementation of the state food security policy of Ukraine

Ekonomika APK ◽  
2020 ◽  
Vol 309 (7) ◽  
pp. 20-32
Author(s):  
Oleh Skydan ◽  
Iryna Lytvynchuk ◽  
Olha Nykolyuk ◽  
Petro Pyvovar ◽  
Olha Ivaniuk ◽  
...  
Keyword(s):  
Food Security ◽  
Security Policy ◽  
Practical Significance ◽  
Research Results ◽  
The Public ◽  
Current Trends ◽  
Security Research ◽  
Innovative System ◽  
Constituent Elements ◽  
Modern Technologies

The purpose of the article is to develop theoretical provisions and methodological and practical recommendations for the formation of a new mechanism for solving key problems of food security. Research methods. During the study, the following methods were used: the method of analytical generalizations - to systematize interpretations and views on food security, the main provisions of the national and international regulatory framework; methods of strategic planning - to determine the directions of the policy for the formation of food security; graphic - for clarity of presentation of the constituent elements of the mechanism for the formation of food security. Research results. The current trends in the formation of food security are considered and a new doctrine of food security is proposed on their basis, the provisions of which are linked into a single mechanism and ensure the management of food security from economic, environmental, organizational, regulatory and social positions. Scientific novelty. The implementation of the mechanism developed by the authors will make it possible to overcome the existing shortcomings of the public food security management process, since it systematically lays down a number of regulatory mechanisms to influence the process of food security formation and provides for the creation of an innovative system of organized monitoring by an appropriate process using modern technologies in order to prepare relevant recommendations and make management decisions. Practical significance. The research results can be used in the process of developing the national food security doctrine and the Law of Ukraine "On Food Security". Tabl.: 1. Figs.: 1. Refs.: 14.

Challenges and Cloud Computing Environments Towards Big Data

2014 ◽  
pp. 203-208
Author(s):  
Kiran Kumar S V N Madupu
Keyword(s):  
Data Mining ◽  
Cloud Computing ◽  
Big Data ◽  
Technology Development ◽  
Computing Environments ◽  
Modern Technologies

Big Data has terrific influence on scientific discoveries and also value development. This paper presents approaches in data mining and modern technologies in Big Data. Difficulties of data mining as well as data mining with big data are discussed. Some technology development of data mining as well as data mining with big data are additionally presented.

Ground of mechanism of pay in a budget for the pipelinetransporting of hydrocarbon commodities

2019 ◽  
pp. 141-152
Author(s):  
Adam Bodіuk
Keyword(s):  
The State ◽  
Practical Significance ◽  
State Budget ◽  
Economic Interests ◽  
State Recognition ◽  
Main Pipelines ◽  
Business Entities ◽  
Combination Of Methods ◽  
Definition Of ◽  
Hydrocarbon Transport

The subject of the study is the mechanism for determining the fiscal fee forthe main transportation of hydrocarbon goods as a resource concept. The purposeof this article is to justify the nature and prospects of using, instead of currentrent, hydrocarbon fiscal-main income as a fiscal payment, which is brought intothe state budget by operators of the main hydrocarbon-transport system as business entities for their transportation of hydrocarbons and products of their processing through main pipelines appropriate to the economic requirements. Theresearch methodology is determined by a combination of methods: a) cognition:legal analysis (study of the regulatory framework for the use of rent); b) justification: abstract logical analysis (definition of the concepts of hydrocarbon fiscalmain income); c) generalization (substantiation of conclusions and proposals).Results of work. In the process of analyzing the regulatory legal acts that regulate the use of current annuity as payment to the budget for the main transportation of hydrocarbons, it was established that it is not a tax in the interpretationof PKU, since the essence does not meet the official definition of tax, does notmeet the accepted definition of the concept of rent. The accepted nature andmechanism of paying rent for the transportation of hydrogen resources and associated revenues of the state and users of the main hydrogen transport systemand the unpromising nature of its use as a fiscal payment are analyzed. Conclusions.It is proposed that the state pay for the territorial pumping of hydrocarbon resources according to our triple principle as hydrocarbon fiscal-main income, whichcorresponds to its essence, and accordingly change the mechanism for calculatingand depositing funds to treasury accounts. Since the funds come to the revenueside of the state budget, that is, inherently belong to state revenue. The creationof such a mechanism needs certain studies, justifications and government decisions. The same applies to land use, since the quality indicators of soils, wherethe laid pipelines are territorially different. In addition, there is a process ofchanging land for its intended purpose, for the property. The fee for movinghydrocarbon resources should be calculated depending on the type of transport,including pipelines, for a set of indicators: quantity and quality of goods, time,main tariffs and distance of its movement. The amount may be adjusted usingfactors officially established by the CMU. Since the pipelines are located in territorial lands, part of this fee should be transferred to the territorial local budgets.Theoretically, the economic use of trunk pipelines should be considered as a typeof economic environmental management. Therefore, this type of government revenue should be determined by a set of indicators, as well as taking into account the economic interests of business entities authorized by the CMU. Thus, theimplementation of our proposed fiscal payment is relevant, has scientific noveltyand promising practical significance, therefore, for state recognition it is proposedto include it in the Tax Code of Ukraine.

An intelligent data mining system for drop test analysis of electronic products

2001 ◽  
Vol 24 (3) ◽  
pp. 222-231 ◽  
Author(s):  
Chi Zhou ◽  
P.C. Nelson ◽  
Weimin Xiao ◽  
T.M. Tirpak ◽  
S.A. Lane
Keyword(s):  
Data Mining ◽  
Drop Test ◽  
Mining System ◽  
Test Analysis ◽  
Electronic Products ◽  
Data Mining System

scholarly journals Data Mining Usage in Corporate Information Security: Intrusion Detection Applications

2017 ◽  
Vol 8 (1) ◽  
pp. 51-59 ◽  
Author(s):  
Masoud Al Quhtani
Keyword(s):  
Data Mining ◽  
Information Security ◽  
Intrusion Detection ◽  
Mining System ◽  
Systematic Analysis ◽  
New Methods ◽  
Use Of Data ◽  
Efficient Data ◽  
Abuse Risk ◽  
Corporate Information

AbstractBackground: The globalization era has brought with it the development of high technology, and therefore new methods of preserving and storing data. New data storing techniques ensure data are stored for longer periods of time, more efficiently and with a higher quality, but also with a higher data abuse risk. Objective: The goal of the paper is to provide a review of the data mining applications for the purpose of corporate information security, and intrusion detection in particular. Methods/approach: The review was conducted using the systematic analysis of the previously published papers on the usage of data mining in the field of corporate information security. Results: This paper demonstrates that the use of data mining applications is extremely useful and has a great importance for establishing corporate information security. Data mining applications are directly related to issues of intrusion detection and privacy protection. Conclusions: The most important fact that can be specified based on this study is that corporations can establish a sustainable and efficient data mining system that will ensure privacy and successful protection against unwanted intrusions.

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