Public security big data early warning method

Abstract

The invention relates to a public security big data early warning method. The method comprises steps of obtaining a training data set of any public security area, extracting characteristic values, preprocessing the characteristic values, inputting the preprocessed characteristic values into the algorithm model until the characteristic values are stable, obtaining interface data of the current public security area in real time, carrying out the same operation of extracting the characteristic values and preprocessing, inputting the stable algorithm model, automatically judging output scores, andselecting to give an alarm or returning to continue monitoring. According to the method, services are guided through core data, a data architecture after accurate checking is solidified through a model, and the regional public security condition is analyzed more scientifically, effectively and accurately; high-risk key personnel are mainly considered; high-risk key personnel can hide key places,areas and parts easily; according to the method, scientific calculation and scoring are carried out, automatic display of regional public security conditions, automatic early warning of complex publicsecurity regions and automatic generation of regional renovation schemes are realized, effective measures can be taken according to analysis results of an algorithm model, key prevention and controlare carried out on high-risk key personnel, and the regional public security conditions are practically and effectively improved.

Description

Technical field [0001] The present invention relates to a data processing system or method specifically suitable for administrative, commercial, financial, management, supervision or forecasting purposes; other types of processing systems or methods specifically suitable for administrative, commercial, financial, management, supervision or forecasting purposes not included in other categories The technical field of the method particularly relates to a public security big data early warning method. Background technique [0002] At present, some deep-seated social security issues are gradually exposed. Summarizing the experience since the implementation of comprehensive social security management and guiding the social security early warning work in the opposite direction occupy an extremely important position in the actual comprehensive social security management work. [0003] In the prior art, the work mechanism of public security early warning mainly adopts human control. After a...

AI Technical Summary

Problems solved by technology

[0004] The present invention solves the problems of slow information acquisition, poor accuracy, high repetition rate, and high inefficiency in the prior art, where the working mechanism of public security early warning is still mainly controlled by human beings, and it is impossible to predict the development trend of the situation, which leads to public security problems. The problem of comprehensive management falling into passiveness provides an optimized public security big data early warning method

Images