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Behavior analysis method and system for elderly people living alone

A technology for lonely and widowed elderly, behavior analysis, applied in character and pattern recognition, instruments, data processing applications, etc., can solve the problems of low timeliness, high labor cost, can not really solve the safety problems of the elderly and widows, etc., to promote the solution, reduce The effect of social burden

Pending Publication Date: 2021-05-14
CITY CLOUD TECH HANGZHOU CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Of course, in the prior art, there is also a method of analyzing the behavior of the user through the traditional behavior analysis method, and sending an alarm message when there is an abnormal behavior. However, the traditional behavior analysis method uses manual statistics or some specific monitoring equipment such as cameras. Data collection, manual analysis, and finally get the user's behavior. If the traditional behavior analysis method is used to monitor the widowed elderly, the amount of data collection is too large, the labor cost is too high, and the timeliness is low. Sending out warning messages in time cannot really solve the safety problem of widowed elderly living alone at home

Method used

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  • Behavior analysis method and system for elderly people living alone
  • Behavior analysis method and system for elderly people living alone

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Embodiment 1

[0019] see figure 1 , shows the behavior analysis method of the widowed elderly in the first embodiment of the present invention, the method includes steps S101 to S105:

[0020] S101. Collect the household appliance usage information of the widowed elderly at the current moment and the characteristic information of the environmental variables at the current moment;

[0021] S102. Input the home appliance usage information at the current moment and the environmental variable feature information at the current moment into the trained behavior analysis model, and predict the current behavior of the widowed elderly, wherein the behavior analysis model is based on historical moments The home appliance usage information, environmental variable feature information and corresponding historical behavior training are obtained;

[0022] S103. Obtain the corresponding historical behavior at the historical moment according to the environmental variable feature information at the current ...

Embodiment 2

[0043] Please check figure 2 , shows the behavior analysis system of widowed elderly in the second embodiment of the present invention, the system includes:

[0044] The collection device is used to collect the current household appliance usage information and the current environmental variable characteristics generated during the use of household appliances by the widowed elderly;

[0045] The Internet of Things platform is used to obtain and store the household appliance usage information at the current moment and the environmental variable feature information at the current moment;

[0046] The intelligent middle platform is used to train the behavior analysis model, predict and obtain the current behavior of the widowed elderly and compare the similarity;

[0047] The service platform is used to notify the user terminal of the current behavior.

[0048] In this example, the collection device may include wireless sensors, etc., and uploads the collected home appliance us...

Embodiment 3

[0051] This embodiment also provides a behavior analysis device for widowed and lonely elderly, characterized in that the device includes:

[0052] The collection unit is used to collect the home appliance usage information of the widowed elderly at the current moment and the characteristic information of the environmental variables at the current moment;

[0053] The input unit is used for inputting the home appliance usage information at the current moment and the environmental variable feature information at the current moment into the trained behavior analysis model to predict and obtain the current behavior of the widowed elderly, wherein the behavior analysis model Obtained from home appliance usage information at historical moments, environmental variable feature information, and corresponding historical behavior training;

[0054] An acquisition unit, configured to acquire the corresponding historical behavior at the historical moment according to the environmental var...

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Abstract

The invention relates to a behavior analysis method and system for elderly people living alone. The method comprises the steps of collecting household appliance use information of elderly people living alone at the current moment and environment variable feature information of elderly people living alone at the current moment; inputting the household appliance use information at the current moment and the environment variable feature information at the current moment into a trained behavior analysis model, and pre-judging to obtain the current behavior of the elderly living alone; acquiring a corresponding historical behavior at the historical moment according to the environment variable feature information at the current moment; and comparing the current behavior with the historical behavior, and if the current behavior is not similar to the historical behavior, judging that the current behavior is an abnormal behavior. According to the method, the problem of low timeliness of behavior analysis of the elderly living alone by a traditional behavior analysis method can be solved, abnormal behaviors of the elderly living alone can be processed and fed back in time, the elderly living alone can be better cared, solving of problems of the elderly living alone in social governance can be greatly promoted, and social burdens can be relieved.

Description

technical field [0001] This application relates to the field of user behavior analysis, in particular to a behavior analysis method and system for widowed and lonely elderly people. Background technique [0002] In my country, family pension has always been the traditional way of providing for the elderly. However, my country has entered an aging society, and the trend of nuclear family is obvious. Such a group of old people. At present, due to the shortage of funds and insufficient investment, some public welfare elderly care institutions are in an embarrassing situation in terms of hardware facilities, service quality, and management level. How to take good care of the elderly and prevent them from forgetting to turn off the stove, faucet, or forget to take medicine when they live alone at home , chronic diseases, and being defrauded have become an important issue in social governance. [0003] Of course, in the prior art, there is also a method of analyzing the behavior ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06Q50/26
CPCG06Q50/265G06F18/22G06F18/24G06F18/214
Inventor 郁强李绍光黄笑赵福胜
Owner CITY CLOUD TECH HANGZHOU CO LTD
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