Discord Bot for Abusive Language Detection using CNN

  • Unique Paper ID: 163914
  • Volume: 10
  • Issue: 12
  • PageNo: 39-44
  • Abstract:
  • This project presents a Discord bot designed to enhance online community moderation by employing Convolutional Neural Networks (CNNs) for the detection of abusive language within messages. As online communication platforms like Discord continue to grow in popularity, maintaining a positive and respectful environment becomes increasingly challenging. The proposed bot utilizes advanced natural language processing techniques, leveraging CNNs to analyze textual content and identify patterns associated with abusive language. By integrating seamlessly into Discord servers, this bot aims to provide real-time monitoring and moderation, thereby fostering healthier and more inclusive online communities.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{163914,
        author = {Vishal Krishnan and Mrs M.Sumithra and Kaushik Vishal S and Syed K Reyhaan},
        title = {Discord Bot for Abusive Language Detection using CNN},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {10},
        number = {12},
        pages = {39-44},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=163914},
        abstract = {This project presents a Discord bot designed to enhance online community moderation by employing Convolutional Neural Networks (CNNs) for the detection of abusive language within messages. As online communication platforms like Discord continue to grow in popularity, maintaining a positive and respectful environment becomes increasingly challenging. The proposed bot utilizes advanced natural language processing techniques, leveraging CNNs to analyze textual content and identify patterns associated with abusive language. By integrating seamlessly into Discord servers, this bot aims to provide real-time monitoring and moderation, thereby fostering healthier and more inclusive online communities.},
        keywords = {Discord, abusive language detection, Convolutional Neural Networks (CNN), Community moderation, Text classification, Model training.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 10
  • Issue: 12
  • PageNo: 39-44

Discord Bot for Abusive Language Detection using CNN

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