基于人工智能的聊天机器人对传染病管理的影响是什么?
Plinio P Morita1,2,3,4,5, Matheus Lotto1,6, Jasleen Kaur1
1School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada.
Frontiers in public health
|February 28, 2024
概括
人工智能 (AI) 聊天机器人可以改善健康信息的获取和打击错误信息. 然而,由于人工智能准确性和数据安全的持续挑战,建议谨慎使用.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能的人工智能
- 信息科学 信息科学 信息科学
背景情况:
- 在线搜索健康信息很普遍.
- 人工智能 (AI) 聊天机器人为访问健康数据提供了新的途径.
- 卫生错误信息 (infodemic) 的挑战需要创新的解决方案.
研究的目的:
- 探索AI聊天机器人在改变在线健康信息搜索方面的潜力.
- 评估人工智能聊天机器人在管理健康错误信息方面的能力.
- 确定与医疗保健中AI聊天机器人实施相关的局限性和挑战.
主要方法:
- 审查人工智能聊天机器人在处理文本和生成自然语言响应方面的功能.
- 分析AI聊天机器人的潜力,大规模揭穿在线健康错误信息.
- 识别技术挑战,包括数据要求,安全性和科学更新.
主要成果:
- 人工智能聊天机器人可以个性化提供健康信息,并分析趋势.
- 聊天机器人展示了大规模管理健康错误信息的潜力.
- 系统准确性,数据安全性和持续更新仍然是重要的技术障碍.
结论:
- 人工智能聊天机器人显示出增强在线健康信息获取和打击错误信息的前景.
- 目前在准确性和安全性方面的局限性需要对人工智能聊天机器人的输出采取谨慎的方法.
- 需要进一步开发才能充分实现人工智能聊天机器人在公共卫生沟通中的潜力.
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