Sentiment analysis technology of English newspapers quotes based on neural network as public opinion influences identification tool

S Voloshyn, V Vysotska, O Markiv… - 2022 IEEE 17th …, 2022 - ieeexplore.ieee.org
This article dwells upon research concerning human language processing techniques,
namely emotion analysis, conducted to identify emotions of author quotations in English …

Spam Filtration System with the Use of Machine Learning Technology

A Mykytiuk, V Vysotska, S Albota - 2021 IEEE 16th International …, 2021 - ieeexplore.ieee.org
The work is aimed at creating a program for detecting spam in e-mails using machine
learning methods. In this work, a program for detecting spam in Python has been developed …

Modelling of the Intelligent Agent's Behavior Scheduler Based on Petri Nets and Ontological Approach

V Lytvyn, M Bublyk, V Vysotska… - … on Smart Information …, 2021 - ieeexplore.ieee.org
The article considers the development of a model of scheduling the behavior of an intelligent
agent based on its rational activity. The model construction is based on Petri nets and uses …

Developing Methods for Building Intelligent Systems of Information Resources Processing Using an Ontological Approach

V Lytvyn, V Vysotska, M Bublyk, P Grudowski… - Advances in Intelligent …, 2021 - Springer
The problem of developing methods of information resource processing is investigated. A
formal procedure description of processing text content is developed. A new ontological …