Визначення рівня пропаганди в оперних лібрето за допомогою засобів data mining та machine learning

• Date: 2025
• Main Authors: Dats, Iryna, Gavrilenko, Olena, Feshchenko, Kyrylo
• Format: Article
• Language: English
• Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2025
• Subjects: мистецтво; пропаганда; опера; лібрето; багатофакторна модель; статистичний аналіз; Data Mining; Machine Learning; інформаційна технологія
• Online Access: https://journal.iasa.kpi.ua/article/view/335973
• Journal Title: System research and information technologies

The article presents an adapted multifactorial model that can be used to determine the level of propaganda in librettos to world operas. This model was created using the linear convolution method, for which eight indicators were selected that are most effective in identifying elements of propaganda...