MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611056045 A) filed by Mr. Abhishek Siddhu; Mr. Aman Rai; Mr. Aman Sagar; Mr. Aman Sankhwar; Ms. Harnit Sani; and Dr. Yogendra Narayan Prajapati on May 02, 2026, for Machine Learning-Based System For Personalized Study Assistance And Quiz Generation.
Inventors include Mr. Abhishek Siddhu; Mr. Aman Rai; Mr. Aman Sagar; Mr. Aman Sankhwar; Ms. Harnit Sani; and Dr. Yogendra Narayan Prajapati.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention relates to a machine learning-based system for delivering personalized study assistance and automated quiz generation. The system comprises a data acquisition module that collects user-specific learning data, a preprocessing module for feature extraction, and a personalization engine that analyzes learner behavior to determine proficiency levels and knowledge gaps. A content recommendation module provides tailored study materials, while a quiz generation module utilizes natural language processing techniques to generate contextually relevant questions with adaptive difficulty levels. A feedback optimization module continuously updates learner profiles based on user responses to improve system accuracy and effectiveness. The invention enables dynamic adaptation of educational content and assessments, thereby enhancing learner engagement, retention, and overall learning outcomes across digital education platforms.
Disclaimer: Curated by HT Syndication.
