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
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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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