Analyse and monitor VR learning sessions for personalised immersive training

Le Cnam relies on VisionsTrust, operator of the Skills & Education Data Space, to enhance immersive virtual reality (VR) training programs. By interconnecting the Mimbus and UbiCast solutions, this project enables educators to thoroughly analyse students’ performance during VR simulations involving technical skills. This service integrates into LMSs via a plug-in, giving educators direct access to VR session data. They can then visualise, leverage, and analyse the information to track student progress and personalise skill training. Thanks to this immersive technology, evaluation becomes more precise, interactive, and tailored to each learner.

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Immersive training analytics serving learning and skills assessment

For students

  • VR performance analysis: Access to interactive replays to review and understand successes and mistakes.
  • Personalised learning: Ability to revisit sessions and adapt training according to targeted skills.
  • Real-time collaborative feedback: Asynchronous exchanges with instructors for more effective guidance.

For universities and educational institutions

  • Accurate learning monitoring: Structured access to competencies developed through immersive training.
  • Optimised VR training programs: Better adaptation of learning paths based on analysed data.

    For instructors

    • Enhanced pedagogical evaluation: Provides educators with a detailed view of student performance to support personalised follow-up and improved training design.
    • Improved student support: Easier identification of learning gaps and areas for improvement.
    • Seamless LMS integration: Centralised access to data to enrich training programs.
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    In-depth monitoring for optimised VR learning

    How it works

    Thanks to the Skills & Education Data Space, the VR learning analytics Video4XR project enhances the analysis of performance in virtual reality.

    • Simulation data collection: Le Cnam uses immersive simulators from Mimbus and Widid within its LMS to offer students VR training sessions that automatically generate valuable learning data.
    • Session recording and capture: Mimbus processes video replays and xAPI learning traces generated during the simulations to provide a pedagogical capture service, which is then shared with Ubicast. Meanwhile, Widid supplies immersive simulation traces to feed the enriched replay generation service, also transmitted to Ubicast.
    • Video analysis and annotation: Ubicast processes all data from Le Cnam, Mimbus, and Widid to produce enriched videos. The replays are automatically chaptered and annotated, highlighting key moments from the simulations to facilitate pedagogical analysis.
    • Access and interaction via LMS: Ubicast sends the enriched content to Le Cnam’s LMS, allowing both teachers and students to access, comment on, and interact with the material.

    Committed partners for immersive VR training

    Le cnam

    Uses the service developed in this project to support its VR training programs and ensures integration with its LMS/LRS infrastructure.

    Mimbus

    Provides a solution for conducting immersive virtual reality simulations and generates xAPI learning traces for precise performance tracking.

    UbiCast

    Analyses session videos, records interactions, and generates enriched analytical data for optimised pedagogical monitoring.

    Widid

    Delivers a solution for conducting virtual reality simulations and generates user learning traces, transforming them into actionable data.
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    Le Cnam enhances immersive training monitoring through VR data analytics

    Le Cnam leverages the VisionsTrust Data Space solution to structure and analyse data generated from VR training sessions. By connecting its LMS/LRS infrastructure with Mimbus and UbiCast solutions, the institution optimises skills assessment and improves the pedagogical monitoring of immersive learning experiences.

    Our solution enables you to:

    • Connect to all data sources and solutions within the Skills & Education Data Space ecosystem.
    • Ensure a secure and ethical data-sharing environment by applying European standards and collecting users’ explicit consent.
    • Easily access specialised data and service providers by linking le cnam with relevant solutions through VisionsTrust, ensuring seamless interoperability.

    Key benefits:

    • Optimise the analysis of VR sessions with smooth interoperability between solution providers and the LMS/LRS platforms used by institutions.
    • Enhance educational innovation by enabling access to advanced analytics solutions that enrich the virtual reality learning experience.
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      Prometheus-X : A secure infrastructure for immersive training analytics

      The VR Learning Analytics Video4XR project is built on the advanced infrastructure of the Skills & Education Data Space, designed by Prometheus-X and operated through VisionsTrust. This solution ensures seamless and secure interoperability between LMS platforms and analytics service providers. Fully aligned with open standards such as GAIA-X and IDSA, the architecture promotes innovation and the integration of new immersive learning solutions to enhance educational outcomes.

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