Meal Planning for Alzheimer's Disease Using an Ontology-Assisted Multiple Criteria Decision-Making Approach

M. Amiri, Juan Li, Souradip Roy
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Abstract

As healthy diets and nutrition are crucial for people with Alzheimer's disease (AD), caregivers of patients with AD need to provide a balanced diet with the correct nutrients to boost the health and well-being of patients. However, this is challenging as they are likely to suffer from aging-related problems (such as teeth or gum problems) that make eating more uncomfortable; the planners, who are usually patients' family members, generally face high pressure, a busy schedule, and little experience. To help unprofessional caregivers of AD plan meals with the right nutrition and flavors, in this paper, the authors propose a meal planning mechanism that uses a multiple criteria decision-making approach to integrate various factors that affect a caregiver's choice of meals for AD patients. Ontology-based knowledge has been used to model personal preferences and characteristics and customize general diet recommendations. Case studies have demonstrated the feasibility and usability of the proposed approach.
使用本体辅助的多标准决策方法进行阿尔茨海默病膳食计划
由于健康的饮食和营养对阿尔茨海默病(AD)患者至关重要,AD患者的护理人员需要提供含有正确营养的均衡饮食,以促进患者的健康和福祉。然而,这是具有挑战性的,因为他们可能患有与年龄有关的问题(如牙齿或牙龈问题),这使得吃东西更不舒服;计划者通常是病人的家属,他们通常压力大,日程繁忙,经验不足。为了帮助非专业的阿尔茨海默病护理人员为阿尔茨海默病患者选择合适的营养和口味的膳食,在本文中,作者提出了一种膳食计划机制,该机制使用多标准决策方法来整合影响护理人员为阿尔茨海默病患者选择膳食的各种因素。基于本体论的知识已被用于模拟个人偏好和特征,并定制一般饮食建议。案例研究证明了该方法的可行性和可用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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