一个智能社区交互式艺术治疗平台,基于多式联络计算机图形和弹性人工智能,用于家庭老年护理
DianDian Sang1, Ling Miao2, Qitao Wu3
1Department of Fusion Art, Silla University, Busan, 46958, South Korea.
Scientific reports
|December 3, 2025
概括
这个智能社区平台使用人工智能艺术疗法来改善老年人家庭护理. 它提供个性化,引人入胜的支持,增强老年人的认知和情感福祉.
科学领域:
- 老年学是一门学科.
- 人与计算机的交互
- 人工智能的人工智能
背景情况:
- 基于家庭的老年人护理在提供全面支持方面面临挑战.
- 现有的解决方案往往缺乏个性化,参与度和可扩展性.
- 需要创新的技术干预措施来提高老年人的福祉.
研究的目的:
- 引入一个智能社区交互式艺术治疗平台,用于家庭老年人护理.
- 为了利用多式联机计算机图形和人工智能进行个性化治疗干预.
- 评估平台的性能,用户满意度和长期参与度.
主要方法:
- 开发了一个四层层次的层次结构 (感知,网络,平台,应用).
- 实现多式联络数据融合,用于视觉,听觉和触觉输入.
- 利用弹性AI适应机制,持续优化用户体验.
主要成果:
- 在高用户负载 (100 位同步用户) 下实现了快速响应时间 (387 ms).
- 证明了治疗建议的高准确度 (87.3%) 和用户满意度 (4.2/5.0).
- 确保了高服务可用性 (99.7%) 和提高了CPU利用率 (34%的减少).
结论:
- 该平台有效地解决了传统老年护理模式的局限性.
- 它提供认知,情感和社会支持,促进持续的参与.
- 该系统具有成本效益,可扩展性,适合智能社区部署.
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