MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202641088128 A) filed by Vellore Institute Of Technology on July 20, 2026, for On-Device System For Detecting User-Specific Digital Fatigue Using Behavioral Signals.
Inventors include D. Ajitha; and Gopika B.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: ABSTRACT The present invention relates to an on-device system (100) for detecting user-specific digital fatigue using multimodal behavioral signals. The system (100) comprises a behavioral event listener module configured to capture passive interaction signals, an operating system integration layer, a preprocessing module for feature extraction, and an encrypted feature buffer for secure storage of derived features. A multimodal signal fusion engine generates a unified behavioral representation, which is processed by a baseline modeling engine and a fatigue scoring engine to compute deviation between real-time features and a personalized baseline. A fatigue state is determined based on a threshold and sustained duration condition. A context gate controller evaluates contextual parameters prior to validation. An intervention scheduler generates context-aware wellness nudges, and an adaptive learning module updates the baseline using user feedback. All operations are performed locally on the user device.
Disclaimer: Curated by HT Syndication.
