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Research Article | Open Access |

SocialBullyAlert: A Web Application for Cyberbullying Detection on Minors' Social Media

Author 1: Elizabeth Adriana Nina-Gutiérrez Author 2: Jesús Emerson Pacheco-Alanya Author 3: Juan Carlos Morales-Arevalo
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 15, No. 7 · Published 2024

DOI: https://doi.org/10.14569/IJACSA.2024.0150776

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Abstract

The severe problem of cyberbullying towards minors is addressed, which has been shown to have significant impacts on the mental and emotional health of children and adolescents. Subsequently, the effectiveness of existing artificial intelligence models and neural networks in detecting cyberbullying on social media is analyzed. In response, a web platform is developed whose contribution is to identify offensive content, adapt to various slangs and idioms, and offer an intuitive interface with high usability in terms of user experience (UX) and user interface (UI) design. The application was validated with cyberbullying experts (teachers, principals, and psychologists), and the UI/UX design was also validated with users (parents). Limitations and future challenges are discussed, including varying cyberbullying regulations, the need for constant updates, and adapting to multiple languages and cultural contexts. This highlights the importance of ongoing research to enhance parental control tools in digital environments.

Keywords

Cyberbullying artificial intelligence (AI) neural networks parental control social media offensive content detection User Experience (UX) User Interface (UI) mental health

How to Cite this Article

Nina-Gutiérrez, E. A., Pacheco-Alanya, J. E., & Morales-Arevalo, J. C. (2024). SocialBullyAlert: A Web Application for Cyberbullying Detection on Minors' Social Media. International Journal of Advanced Computer Science and Applications, 15(7). https://doi.org/10.14569/IJACSA.2024.0150776

Nina-Gutiérrez, Elizabeth Adriana, et al.. "SocialBullyAlert: A Web Application for Cyberbullying Detection on Minors' Social Media." International Journal of Advanced Computer Science and Applications, vol. 15, no. 7, 2024, https://doi.org/10.14569/IJACSA.2024.0150776.

@article{Nina-Gutiérrez2024,
  title     = {SocialBullyAlert: A Web Application for Cyberbullying Detection on Minors' Social Media},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {15},
  number    = {7},
  year      = {2024},
  publisher = {The Science and Information Organization},
  author    = {Elizabeth Adriana Nina-Gutiérrez and Jesús Emerson Pacheco-Alanya and Juan Carlos Morales-Arevalo},
  doi       = {10.14569/IJACSA.2024.0150776},
  url       = {https://doi.org/10.14569/IJACSA.2024.0150776}
}

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