MUMBAI, India, May 29 -- Intellectual Property India has published a patent application (202611048202 A) filed by Manav Rachna University, Faridabad, Haryana, on April 15, for 'adaptive education content delivery system in resource-constrained environments.'
Inventor(s) include Dr. Ankita Gaur; and Dr. Deepa Arora.
The application for the patent was published on May 29, under issue no. 22/2026.
According to the abstract released by the Intellectual Property India: "An adaptive education content delivery system in resource-constrained environments, comprising an input data capture module 101 to identify keystroke and generate microsecond timestamps, a processing unit 102 to receive inter-key intervals (IKI) from the capture unit and employ real-time Shannon entropy estimations to quantify input temporal variance, an embedded inference engine 103 comprising a Fuzzification layer 104 that intersects with predefined triangular membership functions to yield a high degree of membership in the High Jitter region, a localized rule-base 105 interprets fuzzified timing data to determine appropriate control actions for dynamically adjusting content complexity, a deFuzzification layer 106 to translate quantitative timing data into a discrete control signal, an adaptive state-machine engine 107 to receive the control signal and dynamically modulates the rendering state of a user interface 109 altering content complexity, and a local display driver 110 to render a modified, lower-complexity visual matrix."
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