介绍Quin:设计和开发一个原型聊天机器人来支持戒烟
Hollie Bendotti1,2, David Ireland2, Sheleigh Lawler3
1Thoracic Research Centre, Faculty of Medicine, University of Queensland, Chermside, Queensland, Australia.
概括
一个新的智能手机聊天机器人Quin,通过模拟现实世界咨询,提供个性化的戒烟支持. 这种基于证据的工具旨在改善吸烟者想要戒烟的定制戒烟计划和健康素养的可访问性.
科学领域:
- 数字健康数字健康
- 行为科学 行为科学
- 促进健康 促进健康
背景情况:
- 聊天机器人可以提供可访问的,按需的戒烟支持.
- 针对性干预对于有效戒烟至关重要.
- 现有的支持方法可能缺乏个性化,实时的参与.
研究的目的:
- 开发一个基于智能手机应用程序的戒烟聊天机器人原型,名为Quin.
- 让聊天机器人以基于证据的,现实世界的咨询实践为基础.
- 提高吸烟戒烟的用户参与度和健康素养.
主要方法:
- 对30次Quitline咨询会议 (18小时) 的定性分析,以确定关键的互动主题.
- 使用语音到文本技术开发Quin聊天机器人框架.
- 与多学科团队和基于证据的资源进行对话结构和对话的代改进.
主要成果:
- 昆的谈话分为初始和后续的"约会".
- 用户数据 (人口统计,吸烟史) 提供了个性化的戒烟计划,包括药物治疗和行为策略.
- 聊天机器人结合了可教导的时刻,教育内容,并鼓励自我反思,以赋予用户权力.
结论:
- 昆的成功开发意味着在个性化戒烟支持方面取得了进展.
- 聊天机器人的定性基础增强了其对话能力和对咨询关系的洞察力.
- 计划通过测试和临床试验对这一创新的戒烟工具进行进一步的改进.
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