SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT

B Raja Kumar; G Jahnavi; D Thulashi; R Muniramakrishnan; P Deva; G Mallikarjuna

SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT

April 2024

Vol-10, Issue-2

Paper ID: 23580

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

INFORMATION TECHNOLOGY

Keywords

Cyberbullying Threatening messages Detection Naïve Bayes classifier Offensive language Classification model Online safety

Abstract

The surge in cyberbullying across social media platforms demands robust detection methods. Cyberbullying is when people send mean or threatening messages online to hurt others. Our research focuses on automating the identification of offensive language and cyberbullying. Because cyberbullying is happening more and more, we need better ways to find it. There's so much happening online that it's too much for people to keep track of by themselves. This project is all about making a computer program that's better at finding cyberbullying. We're teaching the computer to understand which words are often used in cyberbullying messages using something called the Naïve Bayes classifier. Our main goal is to create a program that can accurately spot cyberbullying conversations. We're calling it "Securing Social Interactions: A Comprehensive Model for Cyberbullying Detection in Real-Time Chat." Our aim is to make online chats safer.

License

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Author Information

#	Name	Institute / Affiliation
1	B Raja Kumar	Siddharth Institute of Engineering & Technology
2	G Jahnavi	Siddharth Institute of Engineering & Technology
3	D Thulashi	Siddharth Institute of Engineering & Technology
4	R Muniramakrishnan	Siddharth Institute of Engineering & Technology
5	P Deva	Siddharth Institute of Engineering & Technology
6	G Mallikarjuna	Siddharth Institute of Engineering & Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Kumar, B Raja, Jahnavi, G, Thulashi, D, Muniramakrishnan, R, Deva, P, & Mallikarjuna, G (2024). SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT. International Journal of Advance Research and Innovative Ideas In Education, 10(2), 5237-5243.

MLA Style

Kumar, B Raja, et al. "SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, 2024, pp. 5237-5243.

IEEE Style

B Raja Kumar, G Jahnavi, D Thulashi, R Muniramakrishnan, P Deva, and G Mallikarjuna, "SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, pp. 5237-5243, 2024.

Vancouver Style

Kumar B Raja, Jahnavi G, Thulashi D, Muniramakrishnan R, Deva P, Mallikarjuna G. SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(2):5237-5243.

Harvard Style

Kumar, B Raja, Jahnavi, G, Thulashi, D, Muniramakrishnan, R, Deva, P, & Mallikarjuna, G (2024) 'SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT', International Journal of Advance Research and Innovative Ideas In Education, 10(2), pp. 5237-5243.

Chicago Style

Kumar, B Raja, et al. "SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 5237-5243.

Turabian Style

Kumar, B Raja, et al. "SECURING SOCIAL INTERACTIONS: A COMPREHENSIVE MODEL FOR CYBERBULLYING DETECTION IN REAL-TIME CHAT." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 5237-5243.