Proceedings of the International Conference on Recent Advancements and Modernisations in Sustainable Intelligent Technologies and Applications (RAMSITA 2025)

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A Review of Different Approaches to Detect Online Cyberbullying and Hate Speech

Authors
K. M. Chaman Kumar1, *, Parth Mahajan1, Tejas Naik1, Navjyot Naik1, Aryan Gaonkar1
1Dept. of Computer Engineering, SRIEIT, Goa University, Goa, India
*Corresponding author. Email: chaman_k2007@yahoo.co.in
Corresponding Author
K. M. Chaman Kumar
Available Online 26 May 2025.
DOI
10.2991/978-94-6463-716-8_76How to use a DOI?
Keywords
Cyberbullying; Inception V3; Support Vector Machine; Convolutional Neural Network
Abstract

With the rapid rise in social media usage, platforms such as X(Twitter), Instagram and Facebook have become prevalent spaces for online interaction. These platforms allow users to share different forms of media such as text, image, video, etc. However, these platforms have also become a hotspot for harmful activities such as cyberbullying and hate speech. While these platforms employ solutions like machine learning models for text-based detection and deep learning, their ability to handle multi-modal content like images and videos remains limited. Our proposed solution introduces a web-based application that integrates multi-modal data analysis across the four major platforms: X(Twitter), Instagram and Facebook.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Recent Advancements and Modernisations in Sustainable Intelligent Technologies and Applications (RAMSITA 2025)
Series
Advances in Intelligent Systems Research
Publication Date
26 May 2025
ISBN
978-94-6463-716-8
ISSN
1951-6851
DOI
10.2991/978-94-6463-716-8_76How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - K. M. Chaman Kumar
AU  - Parth Mahajan
AU  - Tejas Naik
AU  - Navjyot Naik
AU  - Aryan Gaonkar
PY  - 2025
DA  - 2025/05/26
TI  - A Review of Different Approaches to Detect Online Cyberbullying and Hate Speech
BT  - Proceedings of the International Conference on Recent Advancements and Modernisations in Sustainable Intelligent Technologies and Applications (RAMSITA 2025)
PB  - Atlantis Press
SP  - 1017
EP  - 1029
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-716-8_76
DO  - 10.2991/978-94-6463-716-8_76
ID  - Kumar2025
ER  -