Managing Chronic Conditions with a Smartphone-based Conversational Virtual Agent

被引:31
作者
Bickmore, Timothy W. [1 ]
Kimani, Everlyne [1 ]
Ha Trinh [1 ]
Pusateri, Alexandra [2 ]
Paasche-Orlow, Michael K. [3 ]
Magnani, Jared W. [2 ]
机构
[1] Northeastern Univ, Boston, MA 02115 USA
[2] Univ Pittsburgh, Med Ctr, Pittsburgh, PA USA
[3] Boston Med Ctr, Boston, MA USA
来源
18TH ACM INTERNATIONAL CONFERENCE ON INTELLIGENT VIRTUAL AGENTS (IVA'18) | 2018年
关键词
Health; Human-centered computing; Mobile Applications; Natural language interfaces; CARE;
D O I
10.1145/3267851.3267908
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
When deployed on mobile devices, virtual agents have the potential to deliver advice regarding medical conditions, as well as provide a ubiquitous channel for health education and behavior change for a variety of chronic health conditions. We describe design guidelines for mobile agent dialogues to support chronic disease management, a general-purpose smartphone-based architecture for a conversational virtual agent that simulates face-to-face health counseling conversations with patients, and an initial agent implementation that provides counseling to patients with the chronic heart condition atrial fibrillation in conjunction with a mobile heart rhythm monitor that is attached to the back of the phone. Preliminary results from a randomized trial with 120 patients with atrial fibrillation indicate that the agent results in significant improvements in self-reported quality of life relative to a standard of care control group.
引用
收藏
页码:119 / 124
页数:6
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