Hlybovets A. Agent-based information search and analysis program systems.

The thesis research addresses the problem of improving the quality of the process of automatic search, analysis and processing of information by developing an integrated approach to the search, analysis and processing of information on the Internet, in particular, presented in the Ukrainian language in collections of scientific materials and judgments (expressions) of social media users as well as the choice of models, architectural and technological solutions for the implementation of an effective software prototype of real-time processing of large volumes of information with an emphasis on the application of the agent-based approach and improvement of the relevant mathematical software by creating a multifunctional model of intelligent multi-agent search engine for scientific materials in the Ukrainian language with a social component, which, unlike the existing ones, allows for natural parallelization. The subject of the study is agent-based modeling, methods of machine learning and statistical processing of large volumes of data, methods of ontological analysis and a model for the creation of flexible architectures of software systems, technology for analyzing expressions of social media users and software tools for processing large volumes of data on the basis of the agent-based modeling.