"Unless and until our society recognizes cyber bullying for what it is, the suffering of thousands of silent victims will continue." ~ Anna Maria Chavez. There had been series of research on cyber bullying which are unable to provide reliable solution to cyber bullying. In this research work, we were able to provide a permanent solution to this by developing a model capable of detecting and intercepting bullying incoming and outgoing messages with 92% accuracy. We also developed a chatbot automation messaging system to test our model leading to the development of Artificial Intelligence powered anti-cyber bullying system using machine learning algorithm of Multinomial Naive Bayes (MNB) and optimized linear Support Vector Machine (SVM). Our model is able to detect and intercept bullying outgoing and incoming bullying messages and take immediate action.
翻译:“除非我们社会认识到网络欺凌的存在,否则数千个沉默的受害者将继续遭受网络欺凌。” ~ 安娜·玛丽亚·查韦斯。关于网络欺凌的一系列研究无法为网络欺凌提供可靠的解决方案。 在这项研究工作中,我们开发了一个能够以92%的准确率探测和拦截欺凌进出信息的模型,从而提供了永久的解决方案。我们还开发了一个聊天室自动化信息系统,以测试我们的模型,该模型导致利用多式纳米贝耶斯(MNB)和优化线性支持矢量机器(SVM)的机器学习算法开发人造智能增强反细胞欺凌系统。 我们的模型能够检测和拦截欺凌发出和传出的信息,并立即采取行动。