An urban personnel regional deployment and control management method and system based on multi-source big data

Abstract

The invention discloses an urban personnel regional deployment and control management method based on multi-source big data. The method comprises the following steps: obtaining population dynamic dataof a plurality of regions from the multi-source data; According to the population dynamic data, determining the same target appearing in more than one region and the region appearing in each same target, obtaining a candidate item set taking each region as an item, and determining k-item set of which the support degree is greater than a minimum support degree threshold value from the candidate item set, Wherein k is greater than or equal to 2; Generating a corresponding candidate association rule according to each frequent item set, and determining a credible association rule of which the confidence coefficient is greater than a minimum confidence coefficient threshold from the candidate association rules; And predicting the population state of the corresponding rear item corresponding region according to the population state of the front item corresponding region in a part of or all credible association rules, and adjusting the deployment and control strategy of the management resources according to the prediction result. According to the method, the management resources can be allocated and deployed in advance according to the personnel dynamic characteristics of each region, sothat the waste of the management resources is avoided.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a method and system for regional deployment and control of urban personnel based on multi-source big data. Background technique [0002] A city refers to a densely populated area, which usually includes residential areas, industrial areas, and commercial areas, which are composed of buildings and facilities with different uses and functions. There will be people flowing in and out of the area, and people will move from one area to another for the purpose of going to work, leisure and entertainment, etc., forming a flow of people in the process of moving. [0003] The city will also be equipped with management resources, which include resources that need to be allocated to provide public services and other assistance to the normal operation of the city, such as environmental protection personnel engaged in public health, security inspectors, traffic guides, and security patrols ...

AI Technical Summary

Problems solved by technology

[0005] However, the current deployment and control method of management resources is not dynamic and variable, and it is impossible to conduct real-time resource deployment and control according to the dynamic changes of regional population. Fundamental methods for rational deployment, control and deployment of management resources

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