MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202641081148 A) filed by Ramachandra College Of Engineering on July 01, 2026, for Intelligent Student Performance Prediction Using Machine Learning.
Inventors include Naresh Babu K; K Kiran; Ashok Kumar Bandla; and Nagendra Kumar Yakkala.
The application for the patent was published on October 30, 2026, under issue no. 44/2026.
Abstract: An intelligent system predicts student performance using machine learning techniques. Academic data attendance records, and behavioral metrics are collected for analysis. Features such as study habits, test scores, and participation levels are processed to identify patterns. Supervised learning algorithms generate predictive models for future performance. The system detects students at risk of low performance early. Personalized recommendations and interventions are suggested to improve outcomes. Data is securely stored and managed to ensure privacy. Visualization dashboards provide educators with actionable insights. Continuous model training improves prediction accuracy over time. Integration with learning management systems enables seamless data flow. Alerts notify teachers or administrators about potential performance issues. Historical data analysis supports curriculum planning and resource allocation. The system is scalable for classrooms, schools, or institutions. Automated reporting simplifies monitoring of student progress.
Disclaimer: Curated by HT Syndication.
