MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202541028496 A) filed by Indivara Software Labs Private Limited on March 26, 2025, for System And Method For Dynamically Assessing Difficulty Level Of Questions Within An Adaptive Learning Environment.
Inventor includes Jibitesh Prasad.
The application for the patent was published on October 02, 2026, under issue no. 40/2026.
Abstract: ABSTRACT SYSTEM AND METHOD FOR DYNAMICALLY ASSESSING DIFFICULTY LEVEL OF QUESTIONS WITHIN AN ADAPTIVE LEARNING ENVIRONMENT The present invention discloses a system and method for dynamically adapting difficulty level of questions within an adaptive learning environment. The method comprising retrieving a plurality of attributes of questions, encoding the retrieved plurality of attributes of questions into corresponding numerical representation, initializing model parameters of a probabilistic model based on the encoded numerical representations of the attributes of the questions, obtaining one or more learner-specific input data, normalizing the obtained learner-specific input data to align with the encoded question attributes, generating an augmented dataset based on the normalized learner-specific input data and the encoded question attributes dataset, training the probabilistic model based on the augmented dataset and determining a personalized difficulty score for each question by applying the trained pro
Disclaimer: Curated by HT Syndication.
