[PDF][PDF] Propaganda Detection in Text Data Based on NLP and Machine Learning.

VA Oliinyk, V Vysotska, Y Burov, K Mykich… - MoMLeT+ DS, 2020 - ceur-ws.org
The goal of this research is to build a machine-learning model, as well as preliminary data
process and feature extraction algorithms that would allow to successfully identify signs of …

Construction of a Conceptual Model of the Accounting and Analytical System of Report Formation Under IFRS

S Spivak, T Korolyuk, I Spivak… - 2023 13th …, 2023 - ieeexplore.ieee.org
as a result of the study, the mechanism of modeling the accounting process at the present
stage is considered and a conceptual model of formation of accounting and management …

Information Support of Social Audit

I Sysoieva, A Pukas, Z Pushkar… - 2022 12th …, 2022 - ieeexplore.ieee.org
The process of decision making based on analytical information in social audit is described
in this paper. Possibility of data-driven models using during decision making on different …

[PDF][PDF] Methods and Models of Intellectual Processing of Texts for Building Ontologies of Software for Medical Terms Identification in Content Classification.

V Lytvyn, Y Burov, P Kravets, V Vysotska, A Demchuk… - IDDM, 2019 - ceur-ws.org
The article investigates the problem of automated development of basic ontology. A method,
algorithm and means for extracting knowledge from natural text are proposed. It is shown …

Application of ontologies and meta-models for dynamic integration of weakly structured data

A Berko, I Pelekh, L Chyrun, M Bublyk… - 2020 IEEE Third …, 2020 - ieeexplore.ieee.org
The possibilities of using ontologies and meta-models to create a system of dynamic
integration of weakly structured data are considered. The process of transformation of …

Methods and tools for web resources processing in e-commercial content systems

V Vysotska, M Bublyk, A Vysotsky… - 2020 IEEE 15th …, 2020 - ieeexplore.ieee.org
Some problems of electronic commerce are analyzed in proposed paper. Generalized
model of such kind systems are proposed. The Internet-system of electronic commerce …

[PDF][PDF] Analysis of the Demand for Bicycle Use in a Smart City Based on Machine Learning.

D Koshtura, M Bublyk, Y Matseliukh, D Dosyn… - MoMLeT+ DS, 2020 - academia.edu
The need to study the demand for bicycle sharing based on regression models of data
analysis and prediction of results was investigated. To substantiate possibility of work of the …

Aviation aircraft planning system project development

V Lytvyn, A Kowalska-Styczen, D Peleshko… - … on Computer Science …, 2019 - Springer
Since the airspace is subordinated to the territories of different states, different authorities,
such as Eurocontrol in Europe and FAA in America, etc., an acute need for a product that …

[PDF][PDF] Method of Structural Semantic Analysis of Dental Terms in the Instructions for Medical Preparations.

RY Perkhach, D Kysil, D Dosyn, I Zavuschak, YP Kis… - COLINS, 2020 - academia.edu
The purpose of the article is to analyze and distinguish essential characteristics of medical
terms; to analyze terms in the dental terminology of Ukraine and the USA, to determine the …

[PDF][PDF] Intelligent System for Semantically Similar Sentences Identification and Generation Based on Machine Learning Methods.

P Zdebskyi, V Lytvyn, Y Burov, Z Rybchak, P Kravets… - COLINS, 2020 - ceur-ws.org
The task of generating semantically similar sentences can be reduced to the task of
generating text and verifying that the generated text is semantically similar to the sample …