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Information × Registration Number 0222U005352, 0121U110535 , R & D reports Title Creation of an integrated platform "Advanced Analytics" for situational analysis of socio-economic and security phenomena based on the intellectual analysis of different nature big data popup.stage_title Head Zghurovskyi Mykhailo Z., д.т.н. Registration Date 27-12-2022 Organization Educational and Scientific Complex "Institute for Applied System Analysis" of National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" popup.description2 A subsystem for the development, configuration and deployment of machine learning models of the integrated "Advanced Analytics" platform has been created. On the basis of text data from open Internet publications and social networks, appropriate sets for machine learning were formed in order to detect emotional coloring and recognize named entities. Machine learning models were created on the basis of prepared data sets from open Internet publications and social networks. With the help of the integrated platform "Advanced Analytics", a toolkit was developed for situational analysis and scenario modeling of the development of the economy of Ukraine (on the example of the foresight of the energy complex) on different time horizons and visualization and analysis of sustainable development processes. Product Description popup.authors Yefremov Kostiantyn Viktorovych Boldak Andrii Oleksandrovych Zgurovsky Mihaylo Zaharovich Pyshnograiev Ivan Oleksandrovych popup.nrat_date 2022-12-27 Close