DSS FOR IMPLEMENTING SYSTEMIC APPROACH TO FORECASTING

Authors

  • Aleksander Peter Gozhjy Petro Mohyla Black Sea State University
  • Peter Bidyuk Dr. of eng. sci., professor at the Institute for Applied System Analysis, NTUU “KPI”,Kiev,Ukraine
  • Alexander Trofymchuk Dr. of eng. sci., professor, Institute of Telecommunications and Global Information Sphere at NAS of Ukraine,Kiev,Ukraine
  • Alexei Bidyuk Master, Profigent Labs (NL), Complex industrial system control software: research and development, Amsterdam, NL

DOI:

https://doi.org/10.24297/ijct.v14i5.1936

Keywords:

Decision support system, modeling and forecasting of financial processes, credit risk estimation, system analysis principles.

Abstract

A computer based decision support system is proposed the basic tasks of which are modeling and forecasting of financial processes and credit risk estimation. The system is developed on the basis of system analysis principles, i.e. it has hierarchic architecture, there exists the possibility for taking into consideration some stochastic and information uncertainties, forming alternatives for models and forecasts, and tracking the computing procedures during all stages of data processing. A modular architecture is implemented that provides a possibility for the further easy enhancement and modification of the system functional possibilities with new forecasting and parameter estimation techniques, and the risk models. High quality of final result is achieved thanks to appropriate tracking of the computing procedures at all stages of data processing: preliminary data processing, model constructing, and forecasts estimation with appropriate sets of statistical quality criteria. Example is given for modeling selected processes and credit risk estimation. The example presented shows that the system developed has good perspectives for practical use.

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Author Biography

Aleksander Peter Gozhjy, Petro Mohyla Black Sea State University

p.h.d.,Department of Information Technology
 

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Published

2015-04-06

How to Cite

Gozhjy, A. P., Bidyuk, P., Trofymchuk, A., & Bidyuk, A. (2015). DSS FOR IMPLEMENTING SYSTEMIC APPROACH TO FORECASTING. INTERNATIONAL JOURNAL OF COMPUTERS &Amp; TECHNOLOGY, 14(5), 5769–5778. https://doi.org/10.24297/ijct.v14i5.1936

Issue

Section

Research Articles

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