通过人工智能驱动的交互式多模式照片专辑促进认知完整的老年人的个性化回忆:开发和可用性研究
Xin Wang1, Juan Li1, Tianyi Liang1
1Department of Computer Science, North Dakota State University, Fargo, ND, United States.
JMIR aging
|January 23, 2024
概括
谷歌的GoodTimes应用程序,一个由人工智能驱动的照片专辑,成功地让老年人参与回忆疗法,改善他们的情绪和记忆. 这项技术提供了一种用户友好的方式来增强老年人的心理健康.
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:
- 记忆疗法,利用像照片这样的刺激,增强了老年人的情感福祉和生活满意度.
- 个性化回忆疗法给护理人员和家庭成员带来了挑战.
研究的目的:
- 设计和开发GoodTimes应用程序,这是一个人工智能驱动的交互式照片专辑,用于个性化的回忆.
- 通过使用案例研究和用户测试来评估应用程序的功能,可用性和用户体验.
- 通过记忆回忆来研究GoodTimes作为一种补充工具,通过记忆回忆来改善认知完整的老年人的心理健康.
主要方法:
- 使用人工智能技术开发了GoodTimes:图像识别,自然语言处理,知识图,逻辑和机器学习.
- 构建了一个知识图,以建模与照片相关的信息 (人,地点,故事).
- 从2023年1月到3月,对13名老年人 (58-84岁) 进行了可用性和用户体验评估.
主要成果:
- 使用案例测试证实了GoodTimes在各种场景中的多功能性和适应性.
- 用户研究显示了高度积极的反:92%的人报告了积极的对话体验.
- 85%的参与者经历了愉快的回忆回忆和增加的幸福感; 92%的人发现应用程序易于使用.
结论:
- 基于人工智能的GoodTimes应用程序有效地让老年人参与照片浏览和对话.
- 初步发现支持GoodTimes的可用性和对认知完整的老年人的好处.
- 需要进一步的研究来探索其在认知障碍的老年人中的潜力.
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