학술논문

The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence
Document Type
Conference
Source
2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2023 IEEE International Conference on. :757-762 Oct, 2023
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Engineering Profession
General Topics for Engineers
Robotics and Control Systems
Signal Processing and Analysis
Mood
Neural engineering
Medical services
Metrology
Physiology
Biological control systems
Manipulator dynamics
Experience Project
Virtual reality
Explainable Artificial Intelligence
Extended-Personal Reality
Time perception
Multisensory biofeedback
Language
Abstract
Virtual reality (VR) technology offers immersive experiences, but its widespread adoption is hindered by technical barriers and a lack of consideration for users' physiological changes. This paper provides an overview of the EXPERIENCE system, which addresses these challenges by enabling individuals to create VR environments using portable devices without technical expertise. The project introduces Extended-Personal Reality (EPR), capturing users' subjective experiences through physiological responses, psychological descriptors, and behavioral outcomes. The comprehensive EPR environment allows for personalized exchanges of psychological and emotional responses. The integration of explainable AI, multisensory biofeedback, and individualized perceptions of time and space enables dynamic calibration and manipulation of the VR environment. The project focuses on minimizing psychological distance, particularly in temporal and spatial perception, to enhance user experiences. The EXPERIENCE technology holds significant potential in the healthcare of mood disorders, as well as gaming, e-learning, and neuroeconomics, offering a user-friendly platform for personalized virtual experiences and potentially creating a new market for unique virtual worlds tailored to individuals' psychological and emotional states.