Intellectual Property India Publishes Patent Application for A System And Method For Real-Time Confidence Mapping, Behavioral Analysis, And Adaptive Improvement In Communication

MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202621052039 A) filed by Satyashil Yuvraj Kolekar; Viren Vijay Dixit; Rajeshwar Laxmanrao Dhanpalwar; Dr. Subhash Shrirang Kadam; Dr. Prabhakar Shivraj Swami; Mohan Pramod Patil; and Dr. Amit P. Shesh on April 23, 2026, for A System And Method For Real-Time Confidence Mapping, Behavioral Analysis, And Adaptive Improvement In Communication.

Inventors include Satyashil Yuvraj Kolekar; Viren Vijay Dixit; Rajeshwar Laxmanrao Dhanpalwar; Dr. Subhash Shrirang Kadam; Dr. Prabhakar Shivraj Swami; Mohan Pramod Patil; and Dr. Amit P. Shesh.

The application for the patent was published on June 19, 2026, under issue no. 25/2026.

Abstract: ABSTRACT A System and Method for Real-Time Confidence Mapping, Behavioral Analysis, and Adaptive Improvement in Communication The current disclosure pertains to a system and method for executing real-time confidence mapping, forecasting, and closed-loop adaptive modulation during communication. The system collects multimodal bio-behavioral input, such as audio, video, text, and physiological signals, and gets speech, behavioral, emotional, and response parameters from it. A temporal confidence vector is created to show user confidence as a multi-dimensional signal that can be measured. A state transition model is used to figure out a confidence state, and based on changes in the confidence vector over time, confidence drift is predicted. The system finds the causes of changes in confidence and uses a closed-loop control system to make real-time changes to the system. To improve user interaction, the parameters of the communication environment are changed in real time. The system also makes a confidence signature for each user and keeps track of how well the system is working by using reinforcement-based learning. The current disclosure facilitates real-time, predictive, and adaptive enhancement of communication confidence via an integrated and technologically sophisticated framework for various applications.

Disclaimer: Curated by HT Syndication.