MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611057284 A) filed by Mr. Rohit Pratap Singh; Mr. Sahil Kumar Jaiswal; Mr. Sahil Pratap Singh; and Mr. Rohit Kumar on May 05, 2026, for Intelligent Predictive Maintenance Systemusinglstm-Basedfailure Prediction And Automated Alerting.
Inventors include Mr. Rohit Pratap Singh; Mr. Sahil Kumar Jaiswal; Mr. Sahil Pratap Singh; and Mr. Rohit Kumar.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention relates to an intelligent computer-implemented system for automatically detecting cyberbullying, abusive communication, and indicators of psychological distress from social media text such as posts, comments, messages, and discussion threads. The invention combines natural language processing, sentiment analysis, contextual feature extraction, and machine learning based classification to identify harmful language, emotional risk patterns, and signs associated with depression, anxiety, stress, social isolation, or self-harm ideation. The system can process user generated content in real time, assign risk levels, classify communication as cyberbullying, neutral, or supportive, and generate moderator alerts or supportive intervention recommendations. The invention further provides a dashboard for monitoring trends, repeated incidents, and user risk signals across digital platforms. By enabling early identification of toxic online behavior and mental health concerns, the proposed system supports safer online communities, faster moderation, and timely preventive action. Keywords: Cyberbullying detection, mental health analysis, social media monitoring, natural language processing, sentiment analysis, machine learning, harmful content detection, early intervention, online safety, risk classification.
Disclaimer: Curated by HT Syndication.
