MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202621081991 A) filed by Symbiosis International Deemed University on July 02, 2026, for Intelligent Machine Learning Based Digital Literacy System With Adaptive Personalized Learning For Rural Women.
Inventors include Rishitha Bajaj; Rashi Pande; Mahak Mehadia; and Dr. Priya Dasarwar.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: ABSTRACT INTELLIGENT MACHINE LEARNING BASED DIGITAL LITERACY SYSTEM WITH ADAPTIVE PERSONALIZED LEARNING FOR RURAL WOMEN The present invention discloses an intelligent machine learning based digital literacy system (100) with adaptive personalized learning for rural women. The system (100) comprises a frontend presentation layer (110) implemented as a Progressive Web Application with multilingual and voice-assisted capabilities, a backend processing layer (120) using Node.js and Express.js with JWT authentication, a MongoDB database layer (130), a machine learning prediction engine (190) employing five supervised classification algorithms including Support Vector Machine, Random Forest, Logistic Regression, Decision Tree, and K-Nearest Neighbors for predicting digital literacy levels, and a learner segmentation module (140) implementing K-Means clustering for categorizing users into Beginner, Intermediate, and Advanced proficiency groups. The system further integrates an AI chatbot module (160) for real-time assistance, a gamification and engagement module (170) with experience points, badges, and leaderboards, and a certificate generation and verification module (180) with UUID-based verification. [
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