计算机应用与软件2018，Vol.35Issue(3)：70-74,5.DOI:10.3969/j.issn.1000-386x.2018.03.013
基于隐式感知的老人认知健康评估系统
COGNITIVE HEALTH ASSESSMENT SYSTEM FOR THE ELDLY BASED ON IMPLICIT PERCEPTION
摘要
Abstract
The cognition appraisal for empty nesters require test with fixed cycle which is tedious and difficult to carry out,thus an intelligent assessment method for cognitive health of empty nester is proposed.The method is based on implicit sensors such as access control and infrared to collect data, and is analysed based on Montreal cognition assessment scale to continuous anticipation of cognitive impairment.It can guide the elders to do cognition assessment in terms of long assessment cycle.The system uses Node.js to build the platform framework,MongoDB manages the data, fit and evaluate the sensor data with linear regression.Community pilot deployment results indicate that the platform can not only provide an effective method of assessing the cognitive impairment, but also realize the intellectualized living warning for the elderly.关键词
独居老人/认知评估/隐式感知/报警系统/线性回归Key words
Empty nester/Cognitive assessment/Implicit perception/Warning system/Linear regression分类
信息技术与安全科学引用本文复制引用
姚小慧,邵堃,王雯云,孙传能,金柳颀..基于隐式感知的老人认知健康评估系统[J].计算机应用与软件,2018,35(3):70-74,5.基金项目
安徽省2017年度重点研究与开发计划项目(1704e1002221) （1704e1002221）
佛山市科技创新团队项目(2015IT100095) （2015IT100095）
高等学校学科创新引智计划项目(B14025). （B14025）
