MUMBAI, India, Jan. 23 -- Intellectual Property India has published a patent application (202521123085 A) filed by Arati Vinayak Deshpande; Shrinidhi Zangaruche; Parnika Thakur; Zafirah Inamdar; Zahrah Qureshi; and Vishwakarma Institute Of Technology, Pune, Maharashtra, on Dec. 6, 2025, for 'a class based model for quiz management and user evaluation using oops concepts.'
Inventor(s) include Arati Vinayak Deshpande; Shrinidhi Zangaruche; Parnika Thakur; Zafirah Inamdar; and Zahrah Qureshi.
The application for the patent was published on Jan. 23, under issue no. 04/2026.
According to the abstract released by the Intellectual Property India: "This invention introduces a personalized quiz management system that blends pedagogical theory with strong object-oriented design. It overcomes the limitations of static assessment using three adaptive mechanisms. First, a Cognitive Load-Aware Question Sequencing algorithm adjusts question difficulty in real time based on learner performance to prevent overload. Second, a Knowledge Graph-Based Topic Recommendation engine detects and addresses knowledge gaps. Third, a Spaced Repetition Framework uses predicted forgetting curves to schedule reviews for long-term retention. The system runs on a layered architecture built with OOD and SOLID principles, employing design patterns like the Factory Pattern for flexible, polymorphic question types. This ensures high maintainability and easy future expansion. Validation with 150 users showed clear improvements over traditional linear methods, including a 34% boost in knowledge retention, 28% faster competency achievement, and a drop in dropout rates from 34.6% to 18.2%."
Disclaimer: Curated by HT Syndication.
