MUMBAI, India, May 1 -- Intellectual Property India has published a patent application (202611024051 A) filed by Hema Rana; Babita Rana; and Suman, Dehradun, Uttarakhand, on Feb. 28, for 'an academic assessment platform for adaptive exam assignment, confidence-propagated scoring, and handwritten answer evaluation.'
Inventor(s) include Hema Rana; Babita Rana; and Suman.
The application for the patent was published on May 1, under issue no. 18/2026.
According to the abstract released by the Intellectual Property India: "An academic assessment platform for adaptive exam assignment, confidence-propagated scoring, and handwritten answer evaluation The present invention provides an AI-based academic assessment platform designed to automate exam assignment, handwritten answer evaluation, feedback generation, and reporting while ensuring fairness and scalability. The system (100) includes an adaptive exam assignment engine (102) configured to dynamically create, schedule, and distribute exams based on learner profiles, performance trends, and identified learning gaps. A handwritten recognition module (104) transcribes diverse handwriting styles into digital text with confidence scoring. A confidence-propagated scoring pipeline (106) evaluates answers using semantic understanding, contextual reasoning, and rubric-based rules, with method-mark granularity awarding partial credit for correct intermediate steps even when final answers are incorrect. A feedback and analytics module (108) generate detailed question-wise and topic-level insights, highlighting mistakes and weak concepts. A reporting and decision support module (110) compiles learning-gap insights into structured reports and feeds them back into the adaptive exam assignment engine, enabling continuous, personalised, and data-driven assessment cycles."
Disclaimer: Curated by HT Syndication.
