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Integrating Explainable Artificial Intelligence in Extended Reality Environments: A Systematic Survey

Author

Listed:
  • Clara Maathuis

    (Department of Computer Science, Open University of The Netherlands, 6419 AT Heerlen, The Netherlands)

  • Marina Anca Cidota

    (Department of Computer Science, Faculty of Mathematics and Computer Science, University of Bucharest, 010014 Bucharest, Romania)

  • Dragoș Datcu

    (Independent Researcher, 2628 ZT Delft, The Netherlands)

  • Letiția Marin

    (Department of Computer Science, Faculty of Mathematics and Computer Science, University of Bucharest, 010014 Bucharest, Romania)

Abstract

The integration of Artificial Intelligence (AI) within Extended Reality (XR) technologies has the potential to revolutionize user experiences by creating more immersive, interactive, and personalized environments. Nevertheless, the complexity and opacity of AI systems raise significant concerns regarding the transparency of data handling, reasoning processes, and decision-making mechanisms inherent in these technologies. To address these challenges, the implementation of explainable AI (XAI) methods and techniques becomes imperative, as they not only ensure compliance with prevailing ethical, social, and legal standards, norms, and principles, but also foster user trust and facilitate the broader adoption of AI solutions in XR applications. Despite the growing interest from both research and practitioner communities in this area, there is an important gap in the literature concerning a review of XAI methods specifically applied and tailored to XR systems. On this behalf, this research presents a systematic literature review that synthesizes current research on XAI approaches applied within the XR domain. Accordingly, this research aims to identify prevailing trends, assess the effectiveness of various XAI techniques, and highlight potential avenues for future research. It then contributes to the foundational understanding necessary for the development of transparent and trustworthy AI systems for XR systems using XAI technologies while enhancing the user experience and promoting responsible AI deployment.

Suggested Citation

  • Clara Maathuis & Marina Anca Cidota & Dragoș Datcu & Letiția Marin, 2025. "Integrating Explainable Artificial Intelligence in Extended Reality Environments: A Systematic Survey," Mathematics, MDPI, vol. 13(2), pages 1-34, January.
    • Handle: RePEc:gam:jmathe:v:13:y:2025:i:2:p:290-:d:1569571
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    References listed on IDEAS

    as
    1. Hausman, Angela V. & Siekpe, Jeffrey Sam, 2009. "The effect of web interface features on consumer online purchase intentions," Journal of Business Research, Elsevier, vol. 62(1), pages 5-13, January.
    2. Alessandro Liberati & Douglas G Altman & Jennifer Tetzlaff & Cynthia Mulrow & Peter C Gøtzsche & John P A Ioannidis & Mike Clarke & P J Devereaux & Jos Kleijnen & David Moher, 2009. "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-28, July.
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