释放聊天机器人在心理健康方面的潜力:参考文献分析
1Department of Information, Zhejiang Chinese Medical University, Hangzhou, China.
Frontiers in psychiatry
|February 19, 2025
概括
心理健康聊天机器人正在迅速发展,研究每年都在增加. 这项研究分析了全球趋势,确定了关键贡献者和新兴主题,如聊天GPT和精神卫生保健中的大型语言模型.
科学领域:
- 数字心理健康数字心理健康
- 医疗保健中的人工智能
- 图书统计分析 图书统计分析
背景情况:
- 聊天机器人越来越多地用于数字心理健康,以解决心理健康专业人员的短缺问题.
- 他们提供可访问和方便的心理健康服务,弥合需求和资源之间的差距.
- 聊天机器人技术正在成为精神卫生保健提供的主要干预措施.
研究的目的:
- 在全球范围内对全球心理健康中的聊天机器人应用进行文献计量分析和讨论.
- 阐明聊天机器人技术和心理健康护理交集的科学模式.
- 确定该领域的领先国家,机构,出版物和研究趋势.
主要方法:
- 来自Web of Science核心集合的261篇科学文章 (2015-2024) 的图书统计分析.
- 利用Biblioshiny和VOSviewer进行数据分析,包括出版物分发和协作网络.
- 关键词同时出现网络分析以确定研究主题和趋势.
主要成果:
- 对心理健康聊天机器人的研究显示,其年增长率稳定为46.19%.
- 美国在出版物和引用方面处于领先地位,其次是英国,澳大利亚,中国和法国.
- 突出的研究主题包括"ChatGPT"",机器学习"和"大型语言模型",表明了尖端的进展.
结论:
- 聊天机器人在促进心理健康方面发挥着重要作用,并显示出同情用户互动的潜力.
- 该研究为心理健康专业人员和对心理健康聊天机器人感兴趣的AI开发人员提供了见解.
- 调查结果强调了聊天机器人在现代精神卫生保健中的日益重要和能力.
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