MUMBAI, India, Feb. 13 -- Intellectual Property India has published a patent application (202521125878 A) filed by Tapobrata Dey; Sandeep M Shiyekar; and D Y Patil College Of Engineering, Akurdi, Maharashtra, on Dec. 12, 2025, for 'intelligent program outcome mapping engine employing adaptive rubric based assessment models.'

Inventor(s) include Tapobrata Dey; Sandeep M Shiyekar; Sandeep S Sarnobat; Mrs. Ashwini R. Patil; Vinay A Kulkarni; and Mrs. Moumita Bose.

The application for the patent was published on Feb. 13, under issue no. 07/2026.

According to the abstract released by the Intellectual Property India: "The invention discloses an Intelligent Program Outcome Mapping Engine (IPOME) that automates and adapts the mapping between course and program outcomes using AI based, adaptive rubric models. The system incorporates modules for rubric definition, adaptive learning, correlation analysis, and visualization. It continuously learns from historical assessment data, dynamically adjusts rubric weights, and computes outcome attainment indices with predictive accuracy. The invention eliminates human subjectivity, ensures real time accreditation compliance, and is applicable across educational institutions, accreditation boards, and learning management systems seeking intelligent, automated outcome evaluation."

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