A reusable framework for health counseling dialogue systems based on a behavioral medicine ontology.
A reusable framework for health counseling dialogue systems based on a behavioral medicine ontology.
复制标题
DOI：
10.1016/j.jbi.2010.12.006
复制
发表时间：
2011-04
影响因子：
4.5
通讯作者：
Sidner CL
中科院分区：
文献类型：
--
作者：
Bickmore TW;Schulman D;Sidner CL
促进健康行为改变的自动化方法，如运动、饮食和药物依从性促进，有可能对社会产生重大的积极影响。我们描述了一个理论驱动的计算模型的对话，模拟人类健康顾问谁是帮助他或她的客户改变通过一系列的对话随着时间的推移。使用这种模型构建的应用程序可以用于通过包括网络和电话在内的各种媒体以低成本改变患者和消费者的健康行为。该模型使用健康行为变化概念的OWL本体和公共标准任务建模语言（ANSI/CEA-2018）实现。我们展示了使用本体和任务模型建模对话的力量，展示了如何在框架中开发的运动促进系统被重新用于饮食促进，抽象模型的重用率为98%。本文对这两个系统进行了评估，表明它们对健康行为改变咨询的最佳实践具有高度的忠诚度。
Automated approaches to promoting health behavior change, such as exercise, diet, and medication adherence promotion, have the potential for significant positive impact on society. We describe a theory-driven computational model of dialogue that simulates a human health counselor who is helping his or her clients to change via a series of conversations over time. Applications built using this model can be used to change the health behavior of patients and consumers at low cost over a wide range of media including the web and the phone. The model is implemented using an OWL ontology of health behavior change concepts and a public standard task modeling language (ANSI/CEA-2018). We demonstrate the power of modeling dialogue using an ontology and task model by showing how an exercise promotion system developed in the framework was re-purposed for diet promotion with 98% reuse of the abstract models. Evaluations of these two systems are presented, demonstrating high levels of fidelity to best practices in health behavior change counseling.
登录
查看更多内容
影响因子：
4.5
作者：
Beveridge, Martin;Fox, John
通讯作者：
Fox, John
影响因子：
4.5
作者：
Farzanfar, R;Frishkopf, S;Friedman, R
通讯作者：
Friedman, R
影响因子：
105.7
作者：
Key, TJA;Thorogood, M;Burr, ML
通讯作者：
Burr, ML
影响因子：
5
作者：
KNEKT, P;REUNANEN, A;AROMAA, A
通讯作者：
AROMAA, A
影响因子：
5.6
作者：
Gaziano, J. Michael;Manson, Joann E.;Buring, Julie E.
通讯作者：
Buring, Julie E.