一个研究奇迹之地的镜子:数十年的虚拟现实奖学金通过自然语言处理解释
David M Markowitz1, Jeremy N Bailenson2
1Department of Communication, Michigan State University, East Lansing, Michigan, USA.
Cyberpsychology, behavior and social networking
|February 5, 2025
概括
虚拟现实 (VR) 研究迅速扩大,超过一半的研究是在过去六年发表的. 沉浸式体验和跨学科的合作是这个不断发展的领域的关键驱动力.
科学领域:
- 社会科学 社会科学 社会科学
- 虚拟现实 (VR) 研究研究
背景情况:
- 虚拟现实 (VR) 的演变及其有影响力的研究领域需要全面分析.
- 了解社会科学VR研究的历史轨迹和主题转变至关重要.
研究的目的:
- 进行最完整的从1992年到2024年实验社会科学VR研究的审查.
- 识别该领域的新兴主题,影响因素和出版趋势.
- 开发一个公开可访问的数据库,VRbalARchive,用于未来的研究.
主要方法:
- 利用自然语言处理 (NLP) 和生成人工智能 (AI) 来进行大规模的抽象分析.
- 分析了来自52,543位独特作者的21,195篇摘要.
- 追踪了三十年来主题演变和出版模式.
主要成果:
- 在社会科学VR研究中确定了13个可靠的主题,最近专注于沉浸式体验的热潮.
- 发现跨学科的团队比不那么跨学科的团队获得了更多的引用.
- 观察到研究成果的显著加速,超过50%的文章发表在过去六年.
- 相关的主流VR采用 (例如,谷歌纸板) 与研究重点的转变.
结论:
- 社会科学VR研究领域经历了指数级增长和主题多样化.
- 跨学科合作和行业里程碑显著影响研究方向和影响.
- VRbalARchive为了解VR的历史发展和理论基础提供了宝贵的资源.
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