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Information × Registration Number 0222U005444, 0121U113470 , R & D reports Title Developing an integrated platform for situational analysis of socio-economic and security phenomena popup.stage_title Head Zghurovskyi Mykhailo Z., Доктор технічних наук Registration Date 30-12-2022 Organization National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" popup.description2  A subsystem for the development, configuration and deployment of machine learning models has been developed, including: a web service software module for iterative training of named entity recognition models; a web application for interactive training of named entity recognition models; training set of text data for machine learning models (text file); an example of a machine learning model for recognizing the emotional coloring of texts (binary file). Software modules for microservices, monitoring their status, and a container for them have been created. The obtained results are substantiated in the scientific and technical report for the stage, which contains descriptions of software modules, user instructions of the web service, descriptions and files of the machine learning model and the training set. Product Description popup.authors Yefremov Kostiantyn Viktorovych Boldak Andrii Oleksandrovych Dmytrenko Oleg Oleksandrovych Zghurovskyi Mykhailo Z. Lande Dmytro Volodymyrovych Pyshnograiev Ivan Oleksandrovych Sobolev Artem Mykhailovych popup.nrat_date 2022-12-30 Close