当前位置: X-MOL 学术Wirel. Commun. Mob. Comput. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Artificial Intelligence System for College Students’ Physical Fitness and Health Management Based on Physical Measurement Big Data
Wireless Communications and Mobile Computing ( IF 2.146 ) Pub Date : 2021-09-21 , DOI: 10.1155/2021/4727340
Li Ai 1, 2
Affiliation  

Most of the current health management products are used in medical institutions and generally do not pay enough attention to the student population. Based on this, this paper designs a student-oriented and functional autonomous health management system. This paper proposes a personal health management system based on a multidimensional data model based on the main social characteristics of the population with chronic diseases and the actual needs of personal health management for chronic diseases. The value of various health data for health management is deeply analyzed and mined, and a multidimensional model data warehouse is constructed according to relevant national health data standards to create a standard data platform for intelligent health warning and disease risk assessment. This paper researches and designs a closed-loop personal health management method based on the Plan-Do-Check-Action (PDCA) cycle management model, with detailed functional design in four aspects: health data collection and recording, health assessment, health planning, and tracking and execution. This paper researches health data collection, processing, and storage technologies and adopts HDFS data storage technology, html, css, Java Script, java, and other software development technologies, combined with j Query, UEditor, Date Range Picker, and other plug-ins, as well as SMS email generation interface, wireless Bluetooth transmission interface, etc. This system web and mobile application platforms are designed and developed. Relational database is used as the system database, and a snowflake-type multidimensional data model is designed. Finally, the functions and performance of this system were tested, and the development and trial run of the basic version have been completed.

中文翻译:

基于体格测量大数据的大学生体质健康管理人工智能系统

目前的健康管理产品大多用于医疗机构,对学生群体普遍关注不够。基于此,本文设计了一个面向学生的功能性自主健康管理系统。本文根据慢性病人群的主要社会特征和慢性病个人健康管理的实际需求,提出基于多维数据模型的个人健康管理系统。深入分析挖掘各类健康数据对健康管理的价值,根据国家相关健康数据标准构建多维模型数据仓库,打造智能健康预警和疾病风险评估标准数据平台。本文研究设计了一种基于Plan-Do-Check-Action(PDCA)循环管理模型的闭环个人健康管理方法,从健康数据采集与记录、健康评估、健康规划、健康规划四个方面进行了详细的功能设计。以及跟踪和执行。本文研究健康数据采集、处理、存储技术,采用HDFS数据存储技术,html、css、Java Script、java等软件开发技术,结合j Query、UEditor、Date Range Picker等插件,以及短信邮件生成接口、无线蓝牙传输接口等。设计开发了本系统的web和移动应用平台。系统数据库采用关系型数据库,设计雪花型多维数据模型。最后,
更新日期:2021-09-22
down
wechat
bug