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

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...

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Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2024
Issue:1
Pages:23-29
ISSN:1727-4907
Author Affiliations:
  • 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
Main Authors: Kobchenko, V. R., Shymkovysh, V.M., Kravets, P.I., Novatskyi, A.O., Shymkovysh, L.L., Doroshenko, А.Yu.
Format: Article
Language:English
Published: PROBLEMS IN PROGRAMMING 2024
Subjects:
recurrent neural networks
sentiment analysis
Python
tensorflow
keras
chatbot
UDC 004.8
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/603
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Journal Title:Problems in programming
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