开发一个由人工智能驱动的问答聊天机器人,为新生母亲提供英语和西班牙语的能力
Quynh C Nguyen1, Elizabeth M Norell2, Heran Mane3
1National Institute of Nursing Research (NINR), National Institutes of Health (NIH), Bethesda, MD 20892, United States.
JAMIA open
|January 8, 2026
概括
生成性AI聊天机器人可以改善孕产妇和婴儿的健康教育. 在一项随机对照试验中,Rosie聊天机器人展示了高用户满意度和有用性.
科学领域:
- 医疗保健中的人工智能
- 数字健康干预措施 数字健康干预措施
- 孕产妇和婴儿健康教育教育
背景情况:
- 生成型人工智能聊天机器人提供可访问的健康信息,但存在错误信息等风险.
- 确保准确性和安全性至关重要,特别是在敏感领域,如母婴护理.
研究的目的:
- 评估多语言生成AI聊天机器人Rosie的有效性和用户满意度,用于孕产妇和婴儿健康教育.
- 评估人工智能管道改进和多语言能力对用户体验的影响.
主要方法:
- 在使用Rosie聊天机器人对孕妇和产后妇女进行了一项随机对照试验.
- 分析了用户互动 (30,188个问题来自197个用户) 和一个满意度调查 (84名参与者).
- 聊天机器人采用了三阶段的人工智能管道:获取者,重新排名者和生成模型.
主要成果:
- 用户每天平均提交2.73个问题,活动在晚上达到峰值.
- 高度评价的主题包括婴儿养,发育里程碑和症状管理.
- 调查结果显示了高评分: 86%的质量,91%的实用性,95%的清晰度和84%的满意度.
结论:
- 罗西聊天机器人显示了改变健康信息传递的潜力,提供了一个可扩展,个性化和成本高效的解决方案.
- 人工智能管道和知识库的改进提高了用户满意度和响应质量.
- 多语言功能扩大了可访问性,支持用户在整个怀孕和早期婴儿护理期间.
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