MUMBAI, India, Sept. 14 -- Intellectual Property India has published a patent application (202621090008 A) filed by Lnct University on July 24, 2026, for System And Method For Automated Examination Generation And Academic Analytics.
Inventors include Dr. Pratibha A. Saxena; Dr. Vandana Pandey; Komal Pandey; and Pushkar Gautam.
The application for the patent was published on September 11, 2026, under issue no. 37/2026.
Abstract: ABSTRACT System and Method for Automated Examination Generation and Academic Analytics The present invention is directed towards a computer-based system and method of automated test paper creation and academic analytics. The system takes syllabus information, course metadata, previous exam questions, learning outcomes, competencies, cognitive levels, and difficulty levels as input, and creates a dynamic test knowledge graph that models relations between subjects, pre- requisites, competencies, question frequency, knowledge gap, and probability of questions occurring in exams. A predictive question generator navigates through the knowledge graph to create and assemble calibrated test papers based on coverage, marks, and difficulty level. Digital answer sheets offer regions linked to each question along with adaptive answer regions, diagram regions, page management, and secure submission. Answers of students are analyzed in a parallel fashion using specialized artificial intelligence agents for concept testing, originality checking, plagiarism checking, knowledge discovery, cognitive profile generation, prediction, and diagram analysis. A consensus engine resolves discrepancies, score calibration, and creation of unified academic analytics. The results of evaluation are used to improve the knowledge graph for subsequent tests. Fig-3
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