International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 12 Issue: 01 | Jan 2025
p-ISSN: 2395-0072
www.irjet.net
Billy - Buddy against Cyber Bullying Lokesh J 1, S. Yeswanth sai 2, Sheetal Ramesh 3 , Veerendragouda H 4, Dr Pakruddin B 5 1234 UG student, Dept. of Computer Science & Technology, Presidency University, Bengaluru
5 Assistant Professor, Dept. of Computer Science & Engineering, Presidency University, Bengaluru.
---------------------------------------------------------------------***--------------------------------------------------------------------Platform was developed to address this expanding issue and Abstract - Cyberbullying is a pervasive issue in the digital give victims of cyberbullying a safe, encouraging, and easily accessible online space. By prioritising anonymity, education, and proactive support, the platform functions as a holistic tool to counteract online abuse and harassment while promoting empowerment and a sense of community.
age, negatively impacting mental health and well-being. This project introduces Billy-Buddy, an AI-driven chatbot designed to combat cyberbullying by providing real-time emotional support, educational resources, and reporting tools for victims and witnesses. Utilizing advanced natural language processing and sentiment analysis, Billy-Buddy identifies distress signals, offers empathetic communication, and suggests actionable steps to mitigate bullying incidents. Additionally, the chatbot promotes awareness and prevention through interactive modules, such as role-playing scenarios and educational games. By integrating seamlessly into social media platforms, school systems, and community networks, Billy-Buddy fosters a safer and more inclusive digital environment. This paper explores the technical design, ethical considerations, and impact assessment of Billy-Buddy in addressing the global challenge of cyberbullying.
The platform's concept was inspired by the startling increase in instances of cyberbullying, especially among the most susceptible demographics—teenagers and young adults. Emotional discomfort, loneliness, and a lack of means to report incidents or seek assistance are common experiences for victims. After realising these difficulties, Billy's founders united under the goal of using technology to advance social justice. In order to convey a warm, welcoming image and represent the platform's dedication to comfort and assistance, the name "Billy" was selected.
Cyberbullying is a significant concern in the digital age, with profound psychological and emotional consequences for victims. To address this issue, we present Billy-Buddy, an AIpowered chatbot designed as a multi-faceted solution to combat cyberbullying. The system combines advanced natural language processing (NLP), sentiment analysis, and machine learning to provide three core functionalities: emotional support, educational intervention, and incident reporting.
The platform was created in response to a number of important requirements. Victims of cyberbullying frequently do not have access to quick assistance, are afraid to report because they fear criticism or reprisals, and do not know how to deal with these situations. Additionally, a lot of people experience loneliness, which emphasises how crucial community-driven support is. Billy fills in these gaps by supplying a chatbot that offers immediate aid, allowing anonymous reporting, providing instructional materials, and establishing a secure environment where victims may interact and exchange stories.
Billy-Buddy's emotional support system operates by recognizing distress signals in user interactions and responding with empathetic communication, personalized coping strategies, and access to mental health resources. Its educational module is designed to raise awareness about cyberbullying through interactive quizzes, role-playing scenarios, and tutorials tailored for various age groups. This aims to foster empathy, improve digital literacy, and empower users to recognize and respond to cyberbullying effectively.
Giving victims the skills and resources they need to regain control and confidence in the face of online harassment is the goal of the Billy Cyberbullying Platform. A community forum for exchanging experiences, a safe anonymous reporting system, self-defence training resources, and an easy-to-use chatbot for immediate assistance are some of its primary features. In order to prepare users to take action, the portal also helps them navigate the legal and administrative complexity of reporting cybercrimes. Cyberbullying is a significant concern in the digital age, with profound psychological and emotional consequences for victims. To address this issue, we present Billy-Buddy, an AIpowered chatbot designed as a multi-faceted solution to combat cyberbullying. The system combines advanced natural language processing (NLP), sentiment analysis, and machine learning to provide three core functionalities: emotional support, educational intervention, and incident reporting.
Key Words: Cyberbullying, AI-powered chatbot, Emotional support, Sentiment analysis, Educational intervention Incident reporting, Digital literacy, Mental health.
1.INTRODUCTION Cyberbullying has become a widespread and urgent problem in today's connected digital world, significantly affecting people's social and mental health. The Billy Cyberbullying
© 2025, IRJET
|
Impact Factor value: 8.315
|
ISO 9001:2008 Certified Journal
|
Page 320