Registration Number
0222U005444,
0121U113470
, R & D reports
Title
Developing an integrated platform for situational analysis of socio-economic and security phenomena
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Head
Zghurovskyi Mykhailo Z., Доктор технічних наук
Registration Date
30-12-2022
Organization
National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
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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
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Yefremov Kostiantyn Viktorovych
Boldak Andrii Oleksandrovych
Dmytrenko Oleg Oleksandrovych
Zghurovskyi Mykhailo Z.
Lande Dmytro Volodymyrovych
Pyshnograiev Ivan Oleksandrovych
Sobolev Artem Mykhailovych
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2022-12-30
