我能帮你改变!移情虚拟代理提供行为改变健康干预

C. Lisetti, R. Amini, Ugan Yasavur, N. Rishe
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引用次数: 196

摘要

我们讨论了我们开发一种新的方法,以个性化的按需虚拟咨询师(ODVIC)的形式,通过互联网访问,为行为改变提供简短动机干预(bmi)的计算机交付。ODVIC是一个多模态具体化会话代理(ECA),通过实时调整其口头和非口头沟通信息,在用户交互过程中提供基于证据的行为改变干预。我们目前的工作重点是将过度饮酒作为目标行为,我们的方法也适用于其他目标行为(例如,暴饮暴食、缺乏运动、使用麻醉剂、不坚持治疗)。我们目前的方法是基于一个成功的以病人为中心的行为改变的简短动机干预——饮酒者检查(DCU)——它的计算机传递与一个纯文本界面被发现有效地减少了问题饮酒者的酒精摄入量。我们讨论了用户对使用纯文本界面提供的基于计算机的DCU干预的评估结果,并将其与使用两个不同的eca(一个中立的eca和一个具有一些共情能力的eca)提供的相同干预进行比较。用户根据接受度、感知到的享受、使用系统的意图等维度对这三个系统进行评分。最后,我们讨论了我们的积极结果如何促进我们的长期目标,即随时随地使用虚拟代理作为个人健康和福祉助手进行按需对话。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
I Can Help You Change! An Empathic Virtual Agent Delivers Behavior Change Health Interventions
We discuss our approach to developing a novel modality for the computer-delivery of Brief Motivational Interventions (BMIs) for behavior change in the form of a personalized On-Demand VIrtual Counselor (ODVIC), accessed over the internet. ODVIC is a multimodal Embodied Conversational Agent (ECA) that empathically delivers an evidence-based behavior change intervention by adapting, in real-time, its verbal and nonverbal communication messages to those of the user’s during their interaction. We currently focus our work on excessive alcohol consumption as a target behavior, and our approach is adaptable to other target behaviors (e.g., overeating, lack of exercise, narcotic drug use, non-adherence to treatment). We based our current approach on a successful existing patient-centered brief motivational intervention for behavior change---the Drinker’s Check-Up (DCU)---whose computer-delivery with a text-only interface has been found effective in reducing alcohol consumption in problem drinkers. We discuss the results of users’ evaluation of the computer-based DCU intervention delivered with a text-only interface compared to the same intervention delivered with two different ECAs (a neutral one and one with some empathic abilities). Users rate the three systems in terms of acceptance, perceived enjoyment, and intention to use the system, among other dimensions. We conclude with a discussion of how our positive results encourage our long-term goals of on-demand conversations, anytime, anywhere, with virtual agents as personal health and well-being helpers.
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