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A method for portraying an elderly person for the service of the aged

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: 2018-12-28
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 method for portraying an elderly person for the service of the aged
  • A method for portraying an elderly person for the service of the aged

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Embodiment 1

[0021] The present invention provides an elderly portrait method for elderly care services, in which a schematic diagram of the method for elderly portrait users is as 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., use artificial intelligence technology-capsule network model to label the elderly to complete the elderly User portraits, so you can better understand the elderly and provide better care services.

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

[0023] S1. Process information such as age, gender, occupation, family members, income, education level, hobbies, etc. of the elderly, as shown in Figure 2. Use the word...

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Abstract

The invention provides an elderly portrait method used for endowment service, which comprises the following steps: collecting and establishing a database, establishing a depth learning model, trainingthe model and obtaining a user portrait model. At first, a depth learn platform is built. The invention is based on a ubuntu system, code is written in python language, a tensorflow framework is used, and GPU is used to accelerate and shorten the run time. Based on the depth learning model of a capsule neural network and a convolution neural network, through the daily behaviors of the elderly, social attributes and other information as input, through one-layer convolution network and two-layer capsule neural network processing, and then the corresponding tag of the elderly to be predicted isoutput to achieve the purpose of tags for the elderly, which can effectively position the elderly, thus laying a favorable foundation for pension services.

Description

Technical field [0001] The invention relates to the technical field of the Internet, in particular to a portrait method of the elderly used for elderly care services. Background technique [0002] With the decline in the birth rate and the extension of the life span of the population, the proportion of the elderly population in my country has increased, and the age of aging is about to come. In the first decade of the 21st century, the proportion of the elderly population has increased by 3%. In the next three decades, the increase in the elderly population in my country will increase from 4.7% to 5.3%. The aging population of our country has surpassed that of countries with more serious population aging such as Japan and Germany. Both the country and society will pay more and more attention to the elderly. The number of empty-nest elderly and elderly living alone is increasing. The lifestyle and health of the elderly have become more and more topics of concern. In order to bet...

Claims

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Application Information

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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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