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Design of a Socio-economic Processes Monitoring System Based on Network Analysis and Big Data

Author

Listed:
  • A.G. Polyakova
  • M.P. Loginov
  • A.I. Serebrennikova
  • E.I. Thalassinos

Abstract

Socio-economic policy should satisfy the interests of the society as much as possible and contribute to improving the quality of life. This actualizes the role of developing the theoretical and methodological foundations for building an innovative information system for monitoring the socio-economic situation and population responses. The study built and tested an algorithm for supporting management decisions based on the collection of large data sets of socio-economic information based on the principles of the digital economy and processing them through network analysis. The algorithm is focused on building a monitoring system that presupposes a synergy of the authorities and the society, not only in its pensionary part, but also among the masses, which are diverse in their representativeness. The result of the study was the formation of a theoretical and methodological framework for creating a system for making management decisions and assessing the effectiveness of the activities of government bodies, based on the principles of reflection of the final beneficiaries of economic policy.

Suggested Citation

  • A.G. Polyakova & M.P. Loginov & A.I. Serebrennikova & E.I. Thalassinos, 2019. "Design of a Socio-economic Processes Monitoring System Based on Network Analysis and Big Data," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 130-139.
  • Handle: RePEc:ers:ijebaa:v:vii:y:2019:i:1:p:130-139
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    References listed on IDEAS

    as
    1. A.G. Polyakova, 2018. "A Model of Regional Economic Space Modernization," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 624-634.
    2. Vladimir Kolmakov & Aleksandra Polyakova & Svetlana Karpova & Alla Golovina, 2019. "Cluster Development Based on Competitive Specialization of Regions," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(1), pages 270-284.
    3. Mark Granovetter, 2005. "The Impact of Social Structure on Economic Outcomes," Journal of Economic Perspectives, American Economic Association, vol. 19(1), pages 33-50, Winter.
    4. O.Y. Voronkova & А.M. Zadimidcenko & L.V. Goloshchapova & A.G. Polyakova & S.G. Kamolov & E.M. Akhmetshin, 2018. "Economic and Mathematical Modeling of Regional Industrial Processes," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 268-279.
    5. E.M. Akhmetshin & D.K. Dzhavatov & E.A. Sverdlikova & M.S. Sokolov & O.A. Avdeeva & G.P. Yavkin, 2018. "The Influence of Innovation on Social and Economic Development of the Russian Regions," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 767-776.
    6. M. Hanias & P. Curtis & E. Thalassinos, 2012. "Time Series Prediction with Neural Networks for the Athens Stock Exchange Indicator," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 23-32.
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    More about this item

    Keywords

    Socio-economic development; socio-economic system; digital economy; monitoring; management decisions; big data; network analysis.;
    All these keywords.

    JEL classification:

    • E66 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General Outlook and Conditions
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • M15 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - IT Management

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