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一种基于场景建模的个性化健康提醒方法
引用本文:任晓佳,张威强,张朋柱. 一种基于场景建模的个性化健康提醒方法[J]. 系统管理学报, 2021, 30(4): 653-663. DOI: 10.3969/j.issn.1005-2542.2021.04.005
作者姓名:任晓佳  张威强  张朋柱
作者单位:上海交通大学 安泰经济与管理学院,上海 200030
基金项目:国家自然科学基金资助项目(91646205,71421002);上海交通大学中央高校基本科研业务费资助项目(16JCCS08)
摘    要:随着互联网、物联网技术的不断发展,智能健康管理方法被越来越多的用户推崇和使用.在智能健康管理过程中,依据用户个人状态和周围环境信息,智能地生成与之相符的健康管理提醒,将极大地提升健康提醒与用户之间的匹配度,实现全景式、个性化的健康管理.提出一种将用户个人状态和周围环境抽象为用户场景模型,建立场景库和健康管理规则库,实现...

关 键 词:领域本体  场景建模  智能健康管理  方案生成

A Personalized Healthcare Reminding Method Based on Scene Modeling
REN Xiaojia,ZHANG Weiqiang,ZHANG Pengzhu. A Personalized Healthcare Reminding Method Based on Scene Modeling[J]. Systems Engineering Theory·Methodology·Applications, 2021, 30(4): 653-663. DOI: 10.3969/j.issn.1005-2542.2021.04.005
Authors:REN Xiaojia  ZHANG Weiqiang  ZHANG Pengzhu
Affiliation:Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai 200030, China
Abstract:With the continuous development of the technology of the Internet and the Internet of things, the intelligent healthcare method is respected and used by more and more users. In intelligent healthcare management, generation of healthcare reminders based on user’s personal status and surrounding environment information will greatly improve the matching degree between healthcare reminders and users and realize panoramic and personalized healthcare. A research method is proposed which abstracts user’s personal status and surrounding environment as user’s scene model, establishes a scene database and a healthcare rule base. Then, the user’s scenes trigger healthcare rules and generate health reminders. The domain ontology modeling method is used to model  user’s scenes, healthcare rules, and healthcare reminders. The classes of scene ontology model are instantiated, and the scene database and rule base are constructed according to the actual situation and common sense. Based on the scene database and rule base, taking all scenes that a user may face on a specific day as examples, healthcare rules are triggered and healthcare reminders are generated. Finally, based on the scene ontology model, a healthcare reminder generation system is designed and developed to achieve the functions of scene data acquisition, storage, and health reminder generation.
Keywords:domain ontology  scene modeling  intelligent healthcare  scheme generation  
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