Новотарський, Михайло АнатолійовичФедорко, Андрій Петрович2026-03-102026-03-102024Федорко, А. П. Software System for Disinformation Detection based on Natural Language Processing in Big Data Streams : дипломний проєкт ... бакалавра : 123 Компʼютерна інженерія / Федорко Андрій Петрович. – Київ, 2024. – 82 с.https://ela.kpi.ua/handle/123456789/79352This bachelor's degree project delves into the innovative realm of Natural Language Processing (NLP) and Big Data, focusing on the development of a sophisticated software system designed to detect disinformation within large data streams. The thesis presents a comprehensive exploration of the underlying algorithms and technologies that constitute the backbone of the system, emphasizing the significance of NLP in the context of Big Data analysis. A key feature of the thesis is the practical application of the developed system, which demonstrates its ability to identify global minima of multidimensional functions, showcasing the versatility and complexity of the software product. The system's efficacy is further validated through extensive research on the efficiency of the algorithms based on adjustable parameters, leading to a modification of one of the algorithms to enhance its performance.82 с.encountering disinformationinformation integrity protectionmultimodal natural language processingpsychological inoculationpre-bunking strategiesdebunkbig datadata stream analysisautomated objectivity assessmentcognitive resistance buildinginformation neutralizing softwaremisinformation mitigationlinguistic framing analysisemotional bias neutralizationdigital literacy enhancementproactive information defenseobjective rephrasingfreedom of thoughtdeceptive argumentation detectionsentiment analysis optimizationbias narrative identificationevidence-based communicationдезінформаціямультимодальна обробка природної мовивеликі потоки данихідентифікаціяоманаобманпропагандапсихологіяBachelor Thesis