Key management area identification method for safety education improvement

A technology of management area and identification method, which is applied in the identification field of key management areas for the improvement of safety education, which can solve the differences in regional characteristics such as social and economic characteristics, accidents and the distribution of involved personnel, and it is difficult to meet the needs of accurate identification of safety education measures, etc. problem, to achieve high accuracy and reliability, reasonable recognition results

Pending Publication Date: 2022-01-04
TONGJI UNIV
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  • Summary
  • Abstract
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AI Technical Summary

Problems solved by technology

[0004] However, the existing identification of key management areas is based on the location of the accident. Due to the difference between the location of the accident and the residence of the people involved, the traditional method is difficult to meet the precise identification requirements for safety education measures.
At the same time, foreign related studies have further shown that regional characteristics such as socio-economic characteristics have different impacts on the distribution of accidents and personnel involved.

Method used

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  • Key management area identification method for safety education improvement
  • Key management area identification method for safety education improvement
  • Key management area identification method for safety education improvement

Examples

Experimental program
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Effect test

Embodiment

[0087] The invention was tested using traffic accident data, land use data, socioeconomic data, and road network data for a location.

[0088] Collect local non-motor vehicle traffic accident data, land use data, socio-economic data and road network data. Combined with the implementation characteristics of safety education management measures and data collection characteristics, the basic administrative units of streets, towns and towns are taken as research units, and the whole city is divided into 213 modeling and analysis units. The number of people involved in each analysis unit, land use variables, socioeconomic variables and road network variables are extracted to construct a sample data set for accident prediction.

[0089] The land use variables in the sample data set include the area of ​​the area and the number of subway stations, the socio-economic variables include the number of registered population and the unemployment rate, and the road network variables include...

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Abstract

The invention relates to a key management area identification method for safety education improvement. The key management area identification method comprises the steps: 1, acquiring urban traffic accident data, land utilization data, social economic data and road network data; 2, dividing urban safety education macroscopic modeling analysis units; 3, constructing a sample data set; 4, establishing a Bayesian Poisson logarithmic normal condition autoregression model to predict the number of involved personnel; 5, calculating a security improvable spatial value; 6, carrying out safety education key management area identification to obtain an identification result. Compared with the prior art, the method has the advantages of being accurate, reliable, more reasonable and the like.

Description

technical field [0001] The invention relates to the technical field of traffic safety management and safety education scheme optimization, in particular to a key management area identification method for safety education improvement. Background technique [0002] In the context of urbanization, the safety planning and construction management of road facilities failed to meet the rapidly increasing traffic demand in a timely manner. Coupled with the serious mixed traffic situation in my country, traffic safety has become a bottleneck restricting the sustainable development of cities. Under the increasingly severe road traffic safety situation, the application of active safety management measures can improve the city's traffic safety from the source by conducting targeted safety education in key management areas of safety education, that is, areas where residents' awareness of safe travel is weak. Level. In this context, accurately identifying the key management areas of safe...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06Q50/26
CPCG06Q50/26G06F18/24155G06F18/214
Inventor 王雪松戴志成
Owner TONGJI UNIV
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