System and Method for Geometrodynamic Modeling and Visualization of a User's Cognitive-Creative State
Year: 2025
Type: article
Abstract: of the Disclosure A system and method for dynamically modeling a user's cognitive-creative state are disclosed. The system, operating on a computing device, receives multi-modal user data, including semantic data from textual input and physiological data from one or more biometric sensors. A server-side processing engine generates a high-dimensional geometric model, termed a General Reality Manifold (GRM), representing the user's state as a time-evolving trajectory within this manifold. The system analyzes the geometric properties of this trajectory, such as local curvature and geodesic paths, to identify specific cognitive-creative states. In response to the identified state, the system dynamically adapts the graphical user interface (GUI) of an application on the user's device. This symbiotic feedback loop provides a technical solution to the problem of static user interfaces in creative software, thereby improving the efficiency of the human-computer interaction and reducing user cognitive load.1
Author: Yıldırım, Emirhan
Institution: Istanbul Medipol University
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7082641398
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