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

• Veröffentlicht in: PROBLEMS IN PROGRAMMING
• Datum: 2024
• Heft: 1
• Сторінки: 23-29
• ISSN: 1727-4907
• Автори та афіліації: V. R. Kobchenko — NTUU "KPI"; V.M. Shymkovysh — NTUU "KPI"; P.I. Kravets — NTUU "KPI" — ORCID: 0000-0003-4632-9832; A.O. Novatskyi — NTUU "KPI"; L.L. Shymkovysh — NTUU "KPI"; А.Yu. Doroshenko — Institute of Software Systems NAS of Ukraine
• Hauptverfasser: Kobchenko, V. R., Shymkovysh, V.M., Kravets, P.I., Novatskyi, A.O., Shymkovysh, L.L., Doroshenko, А.Yu.
• Format: Artikel
• Sprache: Englisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2024
• Schlagworte: recurrent neural networks; sentiment analysis; Python; tensorflow; keras; chatbot; UDC 004.8
• Online Zugang: 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...