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Method and terminal for managing user portrait in dual-mode mutual-inductance intelligent space

A technology of intelligent space and management methods, applied in the field of data processing, can solve problems such as inconvenience, affecting marketing effect, customer perception, and user disgust

Active Publication Date: 2019-01-01
福建百悦信息科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, even the same person may be unavailable, inconvenient, or in a bad mood. Pushing information at an inappropriate time may cause resentment from users, which in turn affects marketing effectiveness and customer perception
Therefore, the construction of existing user portraits is only based on the user's Internet data and is based on static data, which cannot well reflect the current situation of the user and is one-sided

Method used

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  • Method and terminal for managing user portrait in dual-mode mutual-inductance intelligent space
  • Method and terminal for managing user portrait in dual-mode mutual-inductance intelligent space
  • Method and terminal for managing user portrait in dual-mode mutual-inductance intelligent space

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0063] Please refer to figure 1 , a dual-mode mutual induction intelligent space user portrait management method, comprising the steps of:

[0064] S1. Obtain the IoT data of the user, and determine the situation of the user according to the IoT data;

[0065] Specifically, S11. Obtain the user's IoT data through the IoT device;

[0066] Among them, IoT devices include smart home appliances, smart watches, smart bracelets, etc.;

[0067] S12. Based on the obtained Internet of Things data, the SVM algorithm is used to determine the motion state of the user;

[0068] S13. Using the BP algorithm to determine the situation of the user according to the determined motion state of the user;

[0069] S2. Obtaining the Internet data of the user;

[0070] S3. Constructing a user portrait matching the user according to the situation of the user and the Internet data;

[0071] Specifically, according to the situation of the user and the Internet data, a deep learning algorithm is use...

Embodiment 2

[0075] Please refer to figure 2 , a user portrait management terminal in a dual-mode mutual sensing intelligent space, including a memory, a processor, and a computer program stored on the memory and operable on the processor, and the processor implements the following steps when executing the computer program:

[0076] S1. Obtain the IoT data of the user, and determine the situation of the user according to the IoT data;

[0077] Specifically, S11. Obtain the user's IoT data through the IoT device;

[0078] Among them, IoT devices include smart home appliances, smart watches, smart bracelets, etc.;

[0079] S12. Based on the obtained Internet of Things data, the SVM algorithm is used to determine the motion state of the user;

[0080] S13. Using the BP algorithm to determine the situation of the user according to the determined motion state of the user;

[0081] S2. Obtaining the Internet data of the user;

[0082] S3. Constructing a user portrait matching the user accor...

Embodiment 3

[0087] Apply the above dual-mode mutual induction intelligent space user portrait management method to actual application scenarios:

[0088] For example, a user is sitting on the sofa watching TV. At this time, the smart watch or smart bracelet judges that the user is sitting, and by judging that the TV is on, it can be judged that the situation the user is in at this time is: sitting watch tv on sofa

[0089] Specifically, firstly, by collecting the data collected by the smart bracelet or watch, the SVM algorithm is used to determine that the state of the user is a sitting state;

[0090] For example, according to the sampling rate of 250Hz, 5s is a time window to collect the time series data of the acceleration sensor in the smart bracelet or smart watch on the x, y, and z axes;

[0091] Through the SVM algorithm, the user trains a set of sampling data with a sampling rate of 250Hz, and a time window of 5s, and compares it with the algorithm built into the embedded program...

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Abstract

The invention provides a dual-mode mutual inductance intelligent space user portrait management method and a terminal. The method comprise: accessing to user Internet of Things data, determining a context in which a user is located based on the Internet of Things data, accessing to Internet data for users, constructing a user portrait matching the user according to the context in which the user islocated and the Internet data, combining static Internet data with dynamic Internet of Things data to construct user portrait matching with users, not only considering static Internet data, but alsoconsidering the situation of users determined according to dynamic Internet of Things data, can construct more comprehensive and accurate user portrait, and provide a reliable basis for advertising and other information pushing.

Description

technical field [0001] The invention relates to the field of data processing, in particular to a method and terminal for managing user portraits in a dual-mode mutual induction intelligent space. Background technique [0002] With the advent of the Internet age, people can achieve various daily needs through the Internet, such as shopping, renting a house, ordering meals, etc. For mobile Internet renting, both the tenant and the apartment operator can complete all the steps of the renting process through a mobile phone: the tenant can check the house, sign the contract, pay, renew the lease, report for repairs, check out, etc. through the mobile phone, and the apartment operator can Complete house management and account management through mobile phones, making the renting process more convenient, efficient and transparent. And as the user uses the mobile Internet to rent houses, his relevant personal information and historical rental conditions will also be recorded by the ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02
CPCG06Q30/0201G06Q30/0251
Inventor 倪朝信
Owner 福建百悦信息科技有限公司