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Intelligent early warning model establishment method and device for alarm occurrence area and storage medium

A technology of early warning model and establishment method, applied in biological neural network model, neural learning method, prediction and other directions to achieve the effect of improving social security

Pending Publication Date: 2020-03-27
武汉众智数字技术有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] For the existing technology, the public security organs use historical crime information to carry out vigorous supervision in areas with high incidence of police incidents, but there is no intelligent police forecasting mechanism for early warning of police target areas. Only when police incidents occur can they be processed. Belongs to passive alarm mode

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  • Intelligent early warning model establishment method and device for alarm occurrence area and storage medium
  • Intelligent early warning model establishment method and device for alarm occurrence area and storage medium
  • Intelligent early warning model establishment method and device for alarm occurrence area and storage medium

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Embodiment Construction

[0057] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0058] see figure 1 , the embodiment of the present invention provides a method for establishing an intelligent early warning model in an area where an alarm situation occurs, comprising the following steps:

[0059] S101. According to a preset time period, acquire users and their location information from a database, and acquire people flow information based on the users and their corresponding location information.

[0060] It should be noted that the mobil...

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Abstract

The invention provides an intelligent early warning model establishment method for an alarm occurrence area, which is applied to the technical field of alarm early warning, and comprises the followingsteps: acquiring a user and position information of the user from a database according to a preset time period, and acquiring pedestrian flow information based on the user and the corresponding position information of the user; determining a target area needing alarm early warning; acquiring historical alarm data of the target area; training a long-term and short-term memory model by adopting thehistorical warning condition data and the pedestrian volume information; wherein the target function is used for calculating an alarm occurrence probability according to prediction information corresponding to a to-be-predicted area, and the to-be-predicted information comprises time required to be predicted, a pedestrian volume mean value in the prediction time and influence factors in the prediction time. The invention further provides an intelligent early warning model establishing device for the alarm occurrence area and a storage medium, and intelligent early warning is carried out through the pedestrian flow information and the historical alarm information.

Description

technical field [0001] The invention relates to the technical field of intelligent early warning, in particular to a method, device and storage medium for establishing an intelligent early warning model in an area where alarms occur. Background technique [0002] The police situation refers to the emergencies or events that endanger public safety after the occurrence of public security and crimes in the society. [0003] For the existing technology, the public security organs use historical crime information to carry out vigorous supervision in areas with high incidence of police incidents, but there is no intelligent police forecasting mechanism for early warning of police target areas. Only when police incidents occur can they be dealt with. Belongs to the passive alarm mode. [0004] It can be seen that it is a technical problem to be solved urgently to provide an intelligent warning scheme for police situation. Contents of the invention [0005] The purpose of the pr...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q10/06G06Q50/26G06N3/04G06N3/08
CPCG06Q10/04G06Q10/0635G06Q50/26G06N3/08G06N3/048G06N3/045
Inventor 李达杨毅
Owner 武汉众智数字技术有限公司
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