Modelling and analyzing home care plans using high-level Petri nets

Kamel Barkaoui, A. Hicheur, Ahmed Kheldoun, Ding Liu
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引用次数: 3

Abstract

Given the constant pressure to improve healthcare efficiency, home care appears as a unique solution for providing personalized healthcare service and home assistance for a growing number of elderly and chronic patients. Home care plans define the health cares or supportive cares delivered by the different home care professionals for a given patient. The management of these plans is challenging since they are inherently flexible, context dependent and cooperative processes involving repetitive activities with complex temporal expressions. In this paper, we propose a formal method based time recursive ECATNets for modelling and analyzing home care plans. The choice of this formalism relies on its ability in modelling flexible and distributed home care processes, with complex temporal constraints. Moreover, since time recursive ECATNets semantics are expressed in terms of conditional rewriting logic, we can use the Real Time MAUDE TCTL model checker to verify temporal properties of home care plan processes.
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使用高级Petri网建模和分析家庭护理计划
在不断提高医疗效率的压力下,居家护理成为为越来越多的老年人和慢性病患者提供个性化医疗服务和家庭辅助的独特解决方案。家庭护理计划定义了由不同的家庭护理专业人员为特定患者提供的保健护理或支持性护理。这些计划的管理是具有挑战性的,因为它们本质上是灵活的,依赖于上下文和合作过程,涉及具有复杂时间表达式的重复活动。在本文中,我们提出了一种基于时间递归ECATNets的形式化方法来建模和分析家庭护理计划。这种形式主义的选择依赖于其建模灵活和分布式家庭护理过程的能力,具有复杂的时间限制。此外,由于时间递归ECATNets语义是用条件重写逻辑表示的,我们可以使用Real time MAUDE TCTL模型检查器来验证家庭护理计划过程的时间属性。
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