addetcoach:阿尔茨海默病个性化虚拟饮食教练

Rasha Hendawi, Juan Li, Shadi Alian
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引用次数: 0

摘要

预计全球人口老龄化将增加阿尔茨海默病的患病率。由于迄今为止还没有针对这种疾病的医学治疗方法,因此已经采用了其他治疗方法来改善患者的大脑和整体健康。其中一项努力包括为老年痴呆症患者提供适当的食物和营养。在本文中,作者提出了一个知识驱动的个性化虚拟教练,为阿尔茨海默病患者和/或他们的非正式照顾者提供饮食和营养援助。虚拟教练建立在本体增强的知识库之上,该知识库包含有关患者、阿尔茨海默病、食物和营养的知识。在知识库上进行基于语义的搜索和推理,为阿尔茨海默病患者提供个性化的上下文感知推荐和健康饮食教育。该系统已作为移动应用程序实现。基于用例的评估已经证明了这个工具的有用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ADDietCoach: A Personalized Virtual Diet Coach for Alzheimer's Disease
The aging population worldwide is expected to increase the prevalence of Alzheimer’s disease. As there is no medical curative treatment for this disease to date, alternative treatments have been applied to improve the patient’s brain and general health. One of these efforts includes providing Alzheimer’s patients with proper food and nutrition. In this paper, the authors propose a knowledge-powered personalized virtual coach to provide diet and nutrition assistance to patients of Alzheimer’s and/ or their informal caregivers. The virtual coach is built on top of an ontology-enhanced knowledge base containing knowledge about patients, Alzheimer’s disease, food, and nutrition. Semantics-based searching and reasoning are performed on the knowledge base to get personalized context-aware recommendation and education about healthy eating for Alzheimer’s patients. The proposed system has been implemented as a mobile application. Evaluation based on use cases has demonstrated the usefulness of this tool.
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