迈向媒体制作中的智能VR教育:将AI集成到以人为中心和交互式学习系统中
Zhi Su1,2, Tse Guan Tan2, Ling Chen3
1Artificial Intelligence Laboratory, School of Design and Art, Changsha University of Science and Technology, Changsha 410114, China.
Biomimetics (Basel, Switzerland)
|January 27, 2026
概括
智能虚拟现实 (VR) 系统集成人工智能 (AI) 用于媒体制作教育. 这种方法通过个性化的反和现实的模拟来增强学习,解决创意产业培训的关键挑战.
科学领域:
- 教育技术的教育技术
- 人与计算机的交互
- 媒体制作 媒体制作
背景情况:
- 虚拟现实 (VR) 系统在媒体制作教育中变得越来越重要.
- 沉浸式练习,实时反和模拟对于技能发展至关重要.
研究的目的:
- 将人工智能 (AI) 集成到以人为中心的互动VR学习中,用于媒体制作.
- 确定常见的人工智能组件,报告的好处和该领域的持续挑战.
主要方法:
- 2013-2024年期间对94项研究进行了系统范围审查.
- 在主要的科学数据库 (Scopus,科学网络,IEEE Xplore,ACM数字图书馆,SpringerLink) 进行的搜索.
- 综合使用PRISMA选和系统范围审查方法.
主要成果:
- 常见的AI组件包括学习者建模,自适应测序,影响传感和多式联络交互.
- 优势包括个性化的学习,高保真度的工作流模拟和改进的反循环.
- 挑战包括延迟,数据隐私,AI透明度和评估异质性.
结论:
- 以人为中心的基本设计原则包括教师在循环中的编排,可解释的反和道德数据治理.
- 为创意行业标准化评估和可扩展的智能VR采用提出了一个研究议程.
- 需要进一步的研究来克服技术和道德障碍,以便广泛实施.
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