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Argumentation-Based Health Information Systems: A Design Methodology
IEEE Intelligent Systems ( IF 5.6 ) Pub Date : 2020-12-15 , DOI: 10.1109/mis.2020.3044944
Helena Lindgren 1 , Timotheus Kampik 1 , Esteban Guerrero Rosero 1 , Madeleine Blusi 1 , Juan Carlos Nieves 1
Affiliation  

In this article, we present a design methodology for argumentation-based health information systems. With a focus on the application of formal argumentation, the methodology aims at eliciting requirements in regard to argumentation reasoning behavior, knowledge and user models, and business logic on levels below and above the argumentation layer. We highlight specific considerations that need to be made dependent on the system type, i.e., for clinical decision-support systems, patient-facing systems, and administration systems. In addition, we outline challenges in regard to the design of argumentation-based intelligent systems for healthcare, considering the state of the art of argumentation research, health information systems, and software design methods. For each challenge, we outline a mitigation strategy.

中文翻译:

基于争论的健康信息系统:一种设计方法

在本文中,我们提出了一种基于论据的健康信息系统的设计方法。着眼于形式论证的应用,该方法旨在在论证层上下的层次上引发关于论证推理行为,知识和用户模型以及业务逻辑的要求。我们重点介绍了需要取决于系统类型的特定考虑因素,即针对临床决策支持系统,面向患者的系统和管理系统。此外,考虑到论证研究,健康信息系统和软件设计方法的最新水平,我们概述了基于论证的医疗保健智能系统设计方面的挑战。对于每个挑战,我们都概述了缓解策略。
更新日期:2020-12-15
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