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DOI: 10.14569/IJACSA.2023.0140805
PDF

Visualization of AI Systems in Virtual Reality: A Comprehensive Review

Author 1: Medet Inkarbekov
Author 2: Rosemary Monahan
Author 3: Barak A. Pearlmutter

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 14 Issue 8, 2023.

  • Abstract and Keywords
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Abstract: This study provides a comprehensive review of the utilization of Virtual Reality (VR) in the context of Human-Computer Interaction (HCI) for visualizing Artificial Intelligence (AI) systems. Drawing from 18 selected studies, the results illuminate a complex interplay of tools, methods, and approaches, notably the prominence of VR engines like Unreal Engine and Unity. However, despite these tools, a universal solution for effective AI visualization remains elusive, reflecting the unique strengths and limitations of each technique. The application of VR for AI visualization across multiple domains is observed, despite challenges such as high data complexity and cognitive load. Moreover, it briefly discusses the emerging ethical considerations pertaining to the broad integration of these technologies. Despite these challenges, the field shows significant potential, emphasizing the need for dedicated research efforts to unlock the full potential of these immersive technologies. This review, therefore, outlines a roadmap for future research, encouraging innovation in visualization techniques, addressing identified challenges, and considering the ethical implications of VR and AI convergence.

Keywords: Virtual Reality (VR); Artificial Intelligence (AI) Vi-sualization; VR in AI Visualization; Human-Computer Interaction (HCI)

Medet Inkarbekov, Rosemary Monahan and Barak A. Pearlmutter, “Visualization of AI Systems in Virtual Reality: A Comprehensive Review” International Journal of Advanced Computer Science and Applications(IJACSA), 14(8), 2023. http://dx.doi.org/10.14569/IJACSA.2023.0140805

@article{Inkarbekov2023,
title = {Visualization of AI Systems in Virtual Reality: A Comprehensive Review},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2023.0140805},
url = {http://dx.doi.org/10.14569/IJACSA.2023.0140805},
year = {2023},
publisher = {The Science and Information Organization},
volume = {14},
number = {8},
author = {Medet Inkarbekov and Rosemary Monahan and Barak A. Pearlmutter}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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