Аналіз даних

An information system for monitoring changes in the land cover of the territories based on satellite data was created. The system is integrated into the Information and Analytical Situation Center of the Igor Sikorsky Kyiv Polytechnic Institute.

A complex of methods and models has been developed, based on which the degree of transformation of land cover types is evaluated, critical changes are identified, and their classification by type of transformation is carried out. Methods used to identify transformations:

The main idea of ​​the approach used in the project is to create a fundamentally new architecture for intelligent scalable software and hardware for monitoring critical objects based on the use of distributed sensor networks. The main focus of the research is on the important scientific and technical problems of analysis, verification and systematization of heterogeneous nature data. The work uses modern scientific and technical tools for processing large volumes of data, which in the literature combine the term Big Data.

In the process of work was implemented fundamentally new software architecture ащк automatic systematization of scientific and educational segment of the global electronic information environment. Scientific and educational orientation allows using the features of the relevant data, especially the fact that they can usually be classified as semi-structured. This leads to the possibility of using structured methods aimed at processing the class, including methods based on Information Extraction.

The method of risk assessment was proposed for analysis the financial processes using the principles of systems analysis.