A portrait method for elderly people used in elderly care services

A technology for portraits and elderly people, applied in the Internet field, can solve the problems of consuming a lot of manpower and material resources, and the authenticity of questionnaires cannot be guaranteed with high quality, so as to achieve the effect of effective positioning

Active Publication Date: 2021-08-31
寿带鸟信息科技(苏州)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Most of the traditional methods are based on questionnaires to manually store and mark information such as the basic living habits of the elderly. The disadvantage is that it needs to consume a lot of manpower and material resources. get high quality assurance

Method used

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  • A portrait method for elderly people used in elderly care services
  • A portrait method for elderly people used in elderly care services

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Embodiment 1

[0021] The present invention provides a method for portraits of the elderly for elderly care services, wherein the schematic diagram of the method for the elderly to make user portraits is as follows figure 1 As shown, the method includes: collecting and establishing a database, establishing a deep learning model, training the model and obtaining a user portrait model. First, according to some information characteristics of the elderly, such as age, gender, occupation, family members, income, education level, hobbies, etc., the artificial intelligence technology-capsule network model is used to label the elderly to complete the elderly User portraits, so we can better understand the elderly and provide elderly care services better.

[0022] After completing the collection and establishing the database, establish a deep learning model and process the data:

[0023] S1. Process information such as age, gender, occupation, family members, income, education level, hobbies and oth...

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Abstract

The present invention provides an elderly portrait method for elderly care services, the method comprising: collecting and establishing a database, establishing a deep learning model, training the model and obtaining a user portrait model. First, a deep learning platform is built. The present invention is based on the ubuntu system, uses the python language to write codes, uses the tensorflow framework, and uses GPU acceleration to shorten the running time. Through the deep learning model combining the capsule neural network and the convolutional neural network, it can use information such as the daily life behavior and social attributes of the elderly as input, process it through a layer of convolutional network and two layers of capsule neural network, and then output The corresponding label of the elderly to be predicted can achieve the purpose of labeling the elderly, and can effectively locate the elderly, thus laying a favorable foundation for elderly care services.

Description

technical field [0001] The invention relates to the technical field of the Internet, in particular to an elderly portrait method used for elderly care services. Background technique [0002] With the decline of the birth rate and the extension of the life expectancy of the population, the proportion of the elderly population in my country has increased, and the era of aging is coming. During the first decade of the 21st century, the proportion of the elderly population increased by three percent. In the next 30 years, the proportion of my country's elderly population will increase from 4.7% to 5.3%. my country's population aging has surpassed Japan, Germany and other countries with serious population aging. No matter the country or the society will pay more and more attention to the elderly group. The number of empty-nest elderly and elderly people living alone is increasing. The lifestyle and health status of the elderly have become more and more topics of concern. In ord...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q30/02G06N3/04
CPCG06Q30/0201G06Q30/0202G06N3/045
Inventor 王飞陈良渠伟喆吴志超
Owner 寿带鸟信息科技(苏州)有限公司
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