Correction strategy personalized recommendation system applied to community correction personnel

A technology for community corrections personnel and corrections personnel, applied in special data processing applications, machine learning, instruments, etc., can solve the problems of personalized recommendation, difficulty of information acquisition and analysis of correction personnel, and the inability of correction strategies to achieve intelligent recommendation, etc. Correct the effect, avoid the effect of large calculation consumption

Pending Publication Date: 2020-11-10
SHANDONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] Currently, the correction process commonly used is to formulate correction strategies manually. It is difficult to obtain and analyze correction personnel information, and the recommendation of correction strategies also requires certain professionals to write; correction strategies in the prior art cannot achieve intelligent recommendation, and correction strategies The formulation of the system cannot be based on the characteristics of the person to be corrected to achieve personalized recommendations;
[0007] In actual work, because the prisoner's information involves personal privacy, the cooperation of relevant departments is required to ensure the authenticity and security of the data. The existing technology strategy cannot realize information sharing between departments. After work needs to leave the current community, other receiving communities cannot grasp the basic data of the people to be corrected in the first place, nor can they provide verified correction strategies in the first place

Method used

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  • Correction strategy personalized recommendation system applied to community correction personnel
  • Correction strategy personalized recommendation system applied to community correction personnel
  • Correction strategy personalized recommendation system applied to community correction personnel

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0043] This embodiment provides a correction strategy personalized recommendation system applied to community correction personnel;

[0044] Such as figure 1 As shown, the correction strategy personalized recommendation system applied to community corrections personnel, applied to the server side, includes:

[0045] The acquisition module is configured to: respond to the client's correction policy personalized recommendation request, and obtain the basic information of the community personnel to be corrected collected by the client;

[0046] The feature extraction module is configured to: process the basic information of the persons to be corrected in the community, and extract the characteristics of the persons to be corrected in the community;

[0047] The correction strategy recommendation module is configured to: input the characteristics of the people to be corrected in the community into the pre-trained deep learning model, and output the personalized correction strateg...

Embodiment 2

[0104] This embodiment also provides an electronic device, including: one or more processors, one or more memories, and one or more computer programs; wherein, the processor is connected to the memory, and the one or more computer programs are programmed Stored in the memory, when the electronic device is running, the processor executes one or more computer programs stored in the memory, so that the electronic device performs steps including:

[0105] In response to the client's personalized recommendation request for correction strategies, obtain the basic information collected by the client to be corrected in the community;

[0106] Process the basic information of the persons to be corrected in the community, and extract the characteristics of the persons to be corrected in the community;

[0107] The characteristics of the people to be corrected in the community are input into the pre-trained deep learning model, and the personalized correction strategies of the people to ...

Embodiment 3

[0110] This embodiment also provides a computer-readable storage medium for storing computer instructions, and when the computer instructions are executed by a processor, the execution steps include:

[0111] In response to the client's personalized recommendation request for correction strategies, obtain the basic information collected by the client to be corrected in the community;

[0112] Process the basic information of the persons to be corrected in the community, and extract the characteristics of the persons to be corrected in the community;

[0113] The characteristics of the people to be corrected in the community are input into the pre-trained deep learning model, and the personalized correction strategies of the people to be corrected in the community are output.

[0114] The specific execution process of each step is in one-to-one correspondence with Embodiment 1, and will not be repeated here.

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PUM

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Abstract

The invention discloses a correction strategy personalized recommendation system applied to community correction personnel, which is applied to a server, and comprises: an acquisition module configured to acquire basic information of community personnel to be corrected acquired by a client in response to a correction strategy personalized recommendation request of the client; a feature extractionmodule which is configured to process the basic information of the to-be-corrected personnel in the community and extract the features of the to-be-corrected personnel in the community; and a correction strategy recommendation module which is configured to input the features of the community to-be-corrected personnel into a pre-trained deep learning model and output personalized correction strategies of the community to-be-corrected personnel.

Description

technical field [0001] This application relates to the technical field of intelligent recommendation, in particular to a correction strategy personalized recommendation system applied to community correction personnel. Background technique [0002] The statements in this section merely mention the background art related to this application, and do not necessarily constitute the prior art. [0003] As society pays more and more attention to correctional personnel, the purpose of this patent is to realize more convenient and scientific management of correctional personnel, make a breakthrough in the correction program recommendation technology, and realize the individualization of parole and temporary execution outside prison Correction, to promote the leap-forward upgrade of judicial community correction work. Due to the lack of automatic recommendation technology for correction strategies in the society at this stage, and the solidification of intelligent control methods fo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06N20/00
CPCG06F16/9535G06N20/00
Inventor 杨阳王家德徐鹏刘云霞郭曼付立华季伟郑丽娜
Owner SHANDONG UNIV
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