MUMBAI, India, Nov. 21 -- Intellectual Property India has published a patent application (202511056919 A) filed by Deepesh Yadav, Ghaziabad, Uttar Pradesh, on June 13, for 'ai-based behavioral analytics system for adaptive learning and personalized learning plan generation.'

Inventor(s) include Deepesh Yadav.

The application for the patent was published on Nov. 21, under issue no. 47/2025.

According to the abstract released by the Intellectual Property India: "An AI-based system (100) for generating personalized learning plans based on behavioural analytics during examination sessions. The system includes at least one processor (104) and memory (102) configured to execute instructions for capturing behavioral data such as facial expressions, eye movements, lip movements, and audio signals via a camera (302) and microphone (304). An AI behaviour analysis engine (500) processes the data to determine cognitive and emotional states. A performance analyser module (106) tracks test interactions, including time per question and answer changes. Based on this analysis, a personalized learning plan is generated using a learning plan generator (108) and presented through a user interface (200). A results and feedback module (208) display reports (701) and optional real-time metrics (702). A privacy-aware storage module (400) stores only derived summaries, and an API interface (801) enables institutional integration. An interactive chatbot (700) provides guided feedback and learning support."

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