An intelligent chatbot for evaluating the emotional colouring of a message and responding accordingly

• Дата: 2024
• Автори: Kobchenko, V. R., Shymkovysh, V.M., Kravets, P.I., Novatskyi, A.O., Shymkovysh, L.L., Doroshenko, А.Yu.
• Формат: Стаття
• Мова: English
• Опубліковано: Інститут програмних систем НАН України 2024
• Теми: recurrent neural networks; sentiment analysis; Python; tensorflow; keras; chatbot; UDC 004.8
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/603
• Назва журналу: Problems in programming

A recurrent neural network model, a database designed for neural network training, and a software tool for interacting with a bot have all been created. A large dataset (50 thousand comments) containing different reviews and sentiments was collected and annotated to successfully train and validate t...